In [187]:
import pandas as pd
import yfinance as yf
from yahoofinancials import YahooFinancials
import scipy.stats as stats
import numpy as np
import matplotlib.pyplot as plt
Final Algo
Fetching financial data 1 MONTH PERIOD
In [13]:
import pandas as pd
tickers_list = [line.rstrip('\n') for line in open('input.txt')]
month_st_20='2020-03-02'
month_end_20='2020-04-03'
# import yfinance as yf
# for ticker in tickers_list:
# data_month_20[ticker] = np.log1p(yf.download(ticker, month_st_20, month_end_20)['Close'].pct_change()) #(%Y-%m-%d) логарифмическая дневная доходность акицй
# data_month_20.head()
#data_month_20.to_csv(st+end+'.csv', encoding='utf-8', index=False)
data_month_20 = pd.read_csv('data_month_20.csv', encoding='utf-8')
#data_month_21 = pd.DataFrame(columns=tickers_list)
month_st_21='2021-03-02'
month_end_21='2021-04-03'
data_month_21 = pd.read_csv('data_month_21.csv', encoding='utf-8')
# for ticker in tickers_list:
# data_month_21[ticker] = np.log1p(yf.download(ticker, month_st_21, month_end_21)['Close'].pct_change()) #(%Y-%m-%d) логарифмическая дневная доходность акицй
data_month_21.head()
#data_month_20.to_csv(st+end+'.csv', encoding='utf-8', index=False)
Out[13]:
| Date | III.L | 3IN.L | 888.L | ABF.L | ASL.L | ADM.L | AMGO.L | AAL.L | ANTO.L | ... | WEIR.L | JDW.L | SMWH.L | WTB.L | WTAN.L | WIZZ.L | WG.L | WKP.L | WWH.L | WPP.L | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2021-03-01 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 1 | 2021-03-02 | 0.002204 | -0.001696 | -0.003306 | -0.012595 | -0.013053 | 0.023077 | 0.023045 | 0.020323 | 0.011125 | ... | -0.029083 | -0.026922 | -0.029485 | -0.016597 | 0.002210 | -0.014968 | -0.025022 | -0.034980 | -0.008000 | 0.008889 |
| 2 | 2021-03-03 | 0.014426 | 0.000000 | 0.048475 | 0.006737 | 0.024515 | -0.016701 | -0.140062 | 0.009255 | -0.005683 | ... | -0.013694 | 0.058451 | 0.046248 | 0.054005 | 0.002205 | 0.004701 | 0.008845 | 0.022401 | -0.006716 | 0.030613 |
| 3 | 2021-03-04 | -0.010471 | -0.001699 | 0.003150 | -0.000420 | 0.000000 | -0.027055 | -0.035091 | -0.033382 | -0.065027 | ... | -0.057832 | -0.032311 | -0.012546 | -0.016265 | -0.008850 | -0.008479 | 0.011996 | 0.005680 | -0.024558 | -0.020904 |
| 4 | 2021-03-05 | -0.003955 | -0.022357 | -0.019048 | -0.010975 | -0.014347 | -0.034543 | -0.074108 | 0.009137 | -0.000290 | ... | -0.013598 | -0.022135 | -0.010045 | -0.035687 | -0.015678 | -0.056235 | 0.035458 | -0.026141 | -0.029435 | -0.002025 |
5 rows × 286 columns
In [14]:
data_month_21.drop(index=data_month_21.index[0],
axis=0,
inplace=True)
data_month_20.drop(index=data_month_20.index[0],
axis=0,
inplace=True)
##############
# tickers_list = [line.rstrip('\n') for line in open('input.txt')]
# data_hy_20 = pd.DataFrame(columns=tickers_list)
hy_st_20='2020-01-01'
hy_end_20='2020-07-01'
# for ticker in tickers_list:
# data_hy_20[ticker] = np.log1p(yf.download(ticker, hy_st_20, hy_end_20)['Close'].pct_change()) #(%Y-%m-%d) логарифмическая дневная доходность акицй
# data_hy_20.head()
#data_month_20.to_csv(st+end+'.csv', encoding='utf-8', index=False)
data_hy_20 = pd.read_csv('data_hy_20.csv', encoding='utf-8')
data_hy_21 = pd.read_csv('data_hy_21.csv', encoding='utf-8')
data_hy_21.drop(index=data_hy_21.index[0],
axis=0,
inplace=True)
data_hy_20.drop(index=data_hy_20.index[0],
axis=0,
inplace=True)
# data_hy_21 = pd.DataFrame(columns=tickers_list)
# hy_st_21='2021-01-01'
# hy_end_21='2021-07-02'
# for ticker in tickers_list:
# data_hy_21[ticker] = np.log1p(yf.download(ticker, hy_st_21, hy_end_21)['Close'].pct_change()) #(%Y-%m-%d) логарифмическая дневная доходность акицй
# data_hy_21.head()
#data_month_20.to_csv(st+end+'.csv', encoding='utf-8', index=False)
#########
# tickers_list = [line.rstrip('\n') for line in open('input.txt')]
# data_ay_20 = pd.DataFrame(columns=tickers_list)
# ay_st_20='2020-01-03'
# ay_end_20='2021-01-01'
# for ticker in tickers_list:
# data_ay_20[ticker] = np.log1p(yf.download(ticker, ay_st_20, ay_end_20)['Close'].pct_change()) #(%Y-%m-%d) логарифмическая дневная доходность акицй
# data_ay_20.head()
# #data_month_20.to_csv(st+end+'.csv', encoding='utf-8', index=False)
# data_ay_21 = pd.DataFrame(columns=tickers_list)
# ay_st_21='2021-01-01'
# ay_end_21='2022-01-01'
# for ticker in tickers_list:
# data_ay_21[ticker] = np.log1p(yf.download(ticker, ay_st_21, ay_end_21)['Close'].pct_change()) #(%Y-%m-%d) логарифмическая дневная доходность акицй
# data_ay_21.head()
# #data_month_20.to_csv(st+end+'.csv', encoding='utf-8', index=False)
data_ay_20 = pd.read_csv('data_ay_20.csv', encoding='utf-8')
data_ay_21 = pd.read_csv('data_ay_21.csv', encoding='utf-8')
data_ay_21.drop(index=data_ay_21.index[0],
axis=0,
inplace=True)
data_ay_20.drop(index=data_ay_20.index[0],
axis=0,
inplace=True)
In [12]:
data_month_21.head()
Out[12]:
| Date | III.L | 3IN.L | 888.L | ABF.L | ASL.L | ADM.L | AMGO.L | AAL.L | ANTO.L | ... | WEIR.L | JDW.L | SMWH.L | WTB.L | WTAN.L | WIZZ.L | WG.L | WKP.L | WWH.L | WPP.L | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 2021-03-04 | -0.010471 | -0.001699 | 0.003150 | -0.000420 | 0.000000 | -0.027055 | -0.035091 | -0.033382 | -0.065027 | ... | -0.057832 | -0.032311 | -0.012546 | -0.016265 | -0.008850 | -0.008479 | 0.011996 | 0.005680 | -0.024558 | -0.020904 |
| 4 | 2021-03-05 | -0.003955 | -0.022357 | -0.019048 | -0.010975 | -0.014347 | -0.034543 | -0.074108 | 0.009137 | -0.000290 | ... | -0.013598 | -0.022135 | -0.010045 | -0.035687 | -0.015678 | -0.056235 | 0.035458 | -0.026141 | -0.029435 | -0.002025 |
| 5 | 2021-03-08 | 0.010513 | 0.025752 | 0.015899 | 0.002543 | 0.018612 | -0.009167 | 0.091106 | 0.035405 | 0.021210 | ... | 0.029730 | 0.015861 | 0.011622 | 0.041888 | 0.004505 | 0.068459 | 0.017268 | -0.001293 | 0.034944 | 0.037565 |
| 6 | 2021-03-09 | 0.015993 | 0.010118 | 0.015650 | 0.020948 | 0.014085 | 0.005442 | -0.024166 | -0.045062 | -0.012557 | ... | 0.022262 | 0.019479 | 0.017183 | -0.017574 | 0.008949 | 0.003731 | 0.010643 | -0.004538 | 0.001373 | -0.013098 |
| 7 | 2021-03-10 | -0.013817 | 0.000000 | -0.017228 | -0.007073 | 0.013889 | -0.001358 | -0.027719 | -0.009926 | -0.030915 | ... | -0.005053 | 0.003082 | 0.013843 | -0.016434 | 0.008869 | 0.011111 | -0.035091 | -0.013081 | 0.001371 | 0.001976 |
5 rows × 286 columns
In [310]:
alpha_val_main = 0.05
alpha = 0.05 # level of significance / type-I error rate
In [311]:
print("2020-2021 1 month")
print("============================================")
wilcoxon_accept = 0
mannwhitneyu_accept = 0
wilcoxon_rejection = 0
mannwhitneyu_rejection = 0
wilcoxon_accept_rost = 0
mannwhitneyu_accept_rost = 0
wilcoxon_rejection_rost = 0
mannwhitneyu_rejection_rost = 0
wilcoxon_accept_snizh = 0
mannwhitneyu_accept_snizh = 0
wilcoxon_rejection_snizh = 0
mannwhitneyu_rejection_snizh = 0
for ticker in tickers_list:
wilcoxon_stat, wilcoxon_p = stats.wilcoxon(list(data_month_20[ticker]), list(data_month_21[ticker]))
mannwhitneyu_stat, mannwhitneyu_p = stats.mannwhitneyu(list(data_month_20[ticker]), list(data_month_21[ticker]))
#тренд роста
wilcoxon_stat_rost, wilcoxon_p_rost = stats.wilcoxon(list(data_month_20[ticker]), list(data_month_21[ticker]), alternative="less")
mannwhitneyu_stat_rost, mannwhitneyu_p_rost = stats.mannwhitneyu(list(data_month_20[ticker]), list(data_month_21[ticker]), alternative="less")
#тренд снижения
wilcoxon_stat_snizh, wilcoxon_p_snizh = stats.wilcoxon(list(data_month_20[ticker]), list(data_month_21[ticker]), alternative="greater")
mannwhitneyu_stat_snizh, mannwhitneyu_p_snizh = stats.mannwhitneyu(list(data_month_20[ticker]), list(data_month_21[ticker]), alternative="greater")
print(ticker+": "+'wilcoxon_stat=%.3f, wilcoxon_p=%.3f' % (wilcoxon_stat, wilcoxon_p))
print('mannwhitneyu_stat=%.3f, mannwhitneyu_p=%.3f' % (mannwhitneyu_stat, mannwhitneyu_p))
print('wilcoxon_stat_rost=%.3f, wilcoxon_p_rost=%.3f' % (mannwhitneyu_stat_rost, mannwhitneyu_p_rost))
print('mannwhitneyu_stat_rost=%.3f, mannwhitneyu_p_rost=%.3f' % (mannwhitneyu_stat_rost, mannwhitneyu_p_rost))
print('wilcoxon_stat_snizh=%.3f, wilcoxon_p_snizh=%.3f' % (mannwhitneyu_stat_snizh, mannwhitneyu_p_snizh))
print('mannwhitneyu_stat_snizh=%.3f, mannwhitneyu_p_snizh=%.3f' % (mannwhitneyu_stat_snizh, mannwhitneyu_p_snizh))
if wilcoxon_p > alpha_val_main:
print('wilcoxon probably the same distribution')
wilcoxon_accept += 1
else:
print('wilcoxon probably different distributions')
wilcoxon_rejection += 1
if mannwhitneyu_p > alpha_val_main:
print('mannwhitneyu probably the same distribution')
mannwhitneyu_accept += 1
else:
print('mannwhitneyu probably different distributions')
mannwhitneyu_rejection += 1
if wilcoxon_p_rost > alpha_val_main:
print('wilcoxon_rost probably the same distribution')
wilcoxon_accept_rost += 1
else:
print('wilcoxo_rostn probably different distributions')
wilcoxon_rejection_rost += 1
if mannwhitneyu_p_rost > alpha_val_main:
print('mannwhitneyu_rost probably the same distribution')
mannwhitneyu_accept_rost += 1
else:
print('mannwhitneyu_rost probably different distributions')
mannwhitneyu_rejection_rost += 1
if wilcoxon_p_snizh > alpha_val_main:
print('wilcoxon_snizh probably the same distribution')
wilcoxon_accept_snizh += 1
else:
print('wilcoxon_snizh probably different distributions')
wilcoxon_rejection_snizh += 1
if mannwhitneyu_p_snizh > alpha_val_main:
print('mannwhitneyu_snizh probably the same distribution')
mannwhitneyu_accept_snizh += 1
else:
print('mannwhitneyu_snizh probably different distributions')
mannwhitneyu_rejection_snizh += 1
print("==================================================================")
2020-2021 1 month ============================================ III.L: wilcoxon_stat=103.000, wilcoxon_p=0.300 mannwhitneyu_stat=235.000, mannwhitneyu_p=0.262 wilcoxon_stat_rost=235.000, wilcoxon_p_rost=0.262 mannwhitneyu_stat_rost=235.000, mannwhitneyu_p_rost=0.262 wilcoxon_stat_snizh=235.000, wilcoxon_p_snizh=0.745 mannwhitneyu_stat_snizh=235.000, mannwhitneyu_p_snizh=0.745 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== 3IN.L: wilcoxon_stat=84.000, wilcoxon_p=0.168 mannwhitneyu_stat=208.000, mannwhitneyu_p=0.109 wilcoxon_stat_rost=208.000, wilcoxon_p_rost=0.109 mannwhitneyu_stat_rost=208.000, mannwhitneyu_p_rost=0.109 wilcoxon_stat_snizh=208.000, wilcoxon_p_snizh=0.895 mannwhitneyu_stat_snizh=208.000, mannwhitneyu_p_snizh=0.895 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== 888.L: wilcoxon_stat=98.000, wilcoxon_p=0.234 mannwhitneyu_stat=203.000, mannwhitneyu_p=0.090 wilcoxon_stat_rost=203.000, wilcoxon_p_rost=0.090 mannwhitneyu_stat_rost=203.000, mannwhitneyu_p_rost=0.090 wilcoxon_stat_snizh=203.000, wilcoxon_p_snizh=0.913 mannwhitneyu_stat_snizh=203.000, mannwhitneyu_p_snizh=0.913 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ABF.L: wilcoxon_stat=86.000, wilcoxon_p=0.119 mannwhitneyu_stat=177.000, mannwhitneyu_p=0.028 wilcoxon_stat_rost=177.000, wilcoxon_p_rost=0.028 mannwhitneyu_stat_rost=177.000, mannwhitneyu_p_rost=0.028 wilcoxon_stat_snizh=177.000, wilcoxon_p_snizh=0.973 mannwhitneyu_stat_snizh=177.000, mannwhitneyu_p_snizh=0.973 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ASL.L: wilcoxon_stat=94.000, wilcoxon_p=0.190 mannwhitneyu_stat=203.000, mannwhitneyu_p=0.090 wilcoxon_stat_rost=203.000, wilcoxon_p_rost=0.090 mannwhitneyu_stat_rost=203.000, mannwhitneyu_p_rost=0.090 wilcoxon_stat_snizh=203.000, wilcoxon_p_snizh=0.913 mannwhitneyu_stat_snizh=203.000, mannwhitneyu_p_snizh=0.913 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ADM.L: wilcoxon_stat=112.000, wilcoxon_p=0.445 mannwhitneyu_stat=239.000, mannwhitneyu_p=0.291 wilcoxon_stat_rost=290.000, wilcoxon_p_rost=0.716 mannwhitneyu_stat_rost=290.000, mannwhitneyu_p_rost=0.716 wilcoxon_stat_snizh=290.000, wilcoxon_p_snizh=0.291 mannwhitneyu_stat_snizh=290.000, mannwhitneyu_p_snizh=0.291 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== AMGO.L: wilcoxon_stat=115.000, wilcoxon_p=0.501 mannwhitneyu_stat=260.000, mannwhitneyu_p=0.465 wilcoxon_stat_rost=260.000, wilcoxon_p_rost=0.465 mannwhitneyu_stat_rost=260.000, mannwhitneyu_p_rost=0.465 wilcoxon_stat_snizh=260.000, wilcoxon_p_snizh=0.544 mannwhitneyu_stat_snizh=260.000, mannwhitneyu_p_snizh=0.544 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== AAL.L: wilcoxon_stat=111.000, wilcoxon_p=0.427 mannwhitneyu_stat=219.000, mannwhitneyu_p=0.161 wilcoxon_stat_rost=219.000, wilcoxon_p_rost=0.161 mannwhitneyu_stat_rost=219.000, mannwhitneyu_p_rost=0.161 wilcoxon_stat_snizh=219.000, wilcoxon_p_snizh=0.844 mannwhitneyu_stat_snizh=219.000, mannwhitneyu_p_snizh=0.844 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ANTO.L: wilcoxon_stat=137.000, wilcoxon_p=0.988 mannwhitneyu_stat=249.000, mannwhitneyu_p=0.371 wilcoxon_stat_rost=249.000, wilcoxon_p_rost=0.371 mannwhitneyu_stat_rost=249.000, mannwhitneyu_p_rost=0.371 wilcoxon_stat_snizh=249.000, wilcoxon_p_snizh=0.637 mannwhitneyu_stat_snizh=249.000, mannwhitneyu_p_snizh=0.637 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ASCL.L: wilcoxon_stat=92.000, wilcoxon_p=0.170 mannwhitneyu_stat=202.000, mannwhitneyu_p=0.087 wilcoxon_stat_rost=202.000, wilcoxon_p_rost=0.087 mannwhitneyu_stat_rost=202.000, mannwhitneyu_p_rost=0.087 wilcoxon_stat_snizh=202.000, wilcoxon_p_snizh=0.917 mannwhitneyu_stat_snizh=202.000, mannwhitneyu_p_snizh=0.917 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ASHM.L: wilcoxon_stat=99.000, wilcoxon_p=0.247 mannwhitneyu_stat=206.000, mannwhitneyu_p=0.101 wilcoxon_stat_rost=206.000, wilcoxon_p_rost=0.101 mannwhitneyu_stat_rost=206.000, mannwhitneyu_p_rost=0.101 wilcoxon_stat_snizh=206.000, wilcoxon_p_snizh=0.903 mannwhitneyu_stat_snizh=206.000, mannwhitneyu_p_snizh=0.903 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== AHT.L: wilcoxon_stat=100.000, wilcoxon_p=0.259 mannwhitneyu_stat=177.000, mannwhitneyu_p=0.028 wilcoxon_stat_rost=177.000, wilcoxon_p_rost=0.028 mannwhitneyu_stat_rost=177.000, mannwhitneyu_p_rost=0.028 wilcoxon_stat_snizh=177.000, wilcoxon_p_snizh=0.973 mannwhitneyu_stat_snizh=177.000, mannwhitneyu_p_snizh=0.973 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== AGR.L: wilcoxon_stat=116.000, wilcoxon_p=0.520 mannwhitneyu_stat=238.000, mannwhitneyu_p=0.284 wilcoxon_stat_rost=291.000, wilcoxon_p_rost=0.723 mannwhitneyu_stat_rost=291.000, mannwhitneyu_p_rost=0.723 wilcoxon_stat_snizh=291.000, wilcoxon_p_snizh=0.284 mannwhitneyu_stat_snizh=291.000, mannwhitneyu_p_snizh=0.284 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== AZN.L: wilcoxon_stat=134.000, wilcoxon_p=0.917 mannwhitneyu_stat=259.000, mannwhitneyu_p=0.456 wilcoxon_stat_rost=259.000, wilcoxon_p_rost=0.456 mannwhitneyu_stat_rost=259.000, mannwhitneyu_p_rost=0.456 wilcoxon_stat_snizh=259.000, wilcoxon_p_snizh=0.552 mannwhitneyu_stat_snizh=259.000, mannwhitneyu_p_snizh=0.552 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== AUTO.L: wilcoxon_stat=95.000, wilcoxon_p=0.200 mannwhitneyu_stat=180.000, mannwhitneyu_p=0.032 wilcoxon_stat_rost=180.000, wilcoxon_p_rost=0.032 mannwhitneyu_stat_rost=180.000, mannwhitneyu_p_rost=0.032 wilcoxon_stat_snizh=180.000, wilcoxon_p_snizh=0.969 mannwhitneyu_stat_snizh=180.000, mannwhitneyu_p_snizh=0.969 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== AVST.L: wilcoxon_stat=127.000, wilcoxon_p=0.754 mannwhitneyu_stat=225.000, mannwhitneyu_p=0.196 wilcoxon_stat_rost=225.000, wilcoxon_p_rost=0.196 mannwhitneyu_stat_rost=225.000, mannwhitneyu_p_rost=0.196 wilcoxon_stat_snizh=225.000, wilcoxon_p_snizh=0.810 mannwhitneyu_stat_snizh=225.000, mannwhitneyu_p_snizh=0.810 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== AVV.L: wilcoxon_stat=120.000, wilcoxon_p=0.601 mannwhitneyu_stat=249.000, mannwhitneyu_p=0.371 wilcoxon_stat_rost=249.000, wilcoxon_p_rost=0.371 mannwhitneyu_stat_rost=249.000, mannwhitneyu_p_rost=0.371 wilcoxon_stat_snizh=249.000, wilcoxon_p_snizh=0.637 mannwhitneyu_stat_snizh=249.000, mannwhitneyu_p_snizh=0.637 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== AV.L: wilcoxon_stat=88.000, wilcoxon_p=0.134 mannwhitneyu_stat=205.000, mannwhitneyu_p=0.097 wilcoxon_stat_rost=205.000, wilcoxon_p_rost=0.097 mannwhitneyu_stat_rost=205.000, mannwhitneyu_p_rost=0.097 wilcoxon_stat_snizh=205.000, wilcoxon_p_snizh=0.906 mannwhitneyu_stat_snizh=205.000, mannwhitneyu_p_snizh=0.906 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BME.L: wilcoxon_stat=93.000, wilcoxon_p=0.179 mannwhitneyu_stat=220.000, mannwhitneyu_p=0.167 wilcoxon_stat_rost=220.000, wilcoxon_p_rost=0.167 mannwhitneyu_stat_rost=220.000, mannwhitneyu_p_rost=0.167 wilcoxon_stat_snizh=220.000, wilcoxon_p_snizh=0.839 mannwhitneyu_stat_snizh=220.000, mannwhitneyu_p_snizh=0.839 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BAB.L: wilcoxon_stat=129.000, wilcoxon_p=0.800 mannwhitneyu_stat=225.000, mannwhitneyu_p=0.196 wilcoxon_stat_rost=225.000, wilcoxon_p_rost=0.196 mannwhitneyu_stat_rost=225.000, mannwhitneyu_p_rost=0.196 wilcoxon_stat_snizh=225.000, wilcoxon_p_snizh=0.810 mannwhitneyu_stat_snizh=225.000, mannwhitneyu_p_snizh=0.810 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BA.L: wilcoxon_stat=94.000, wilcoxon_p=0.190 mannwhitneyu_stat=202.000, mannwhitneyu_p=0.087 wilcoxon_stat_rost=202.000, wilcoxon_p_rost=0.087 mannwhitneyu_stat_rost=202.000, mannwhitneyu_p_rost=0.087 wilcoxon_stat_snizh=202.000, wilcoxon_p_snizh=0.917 mannwhitneyu_stat_snizh=202.000, mannwhitneyu_p_snizh=0.917 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BGFD.L: wilcoxon_stat=109.000, wilcoxon_p=0.393 mannwhitneyu_stat=223.000, mannwhitneyu_p=0.184 wilcoxon_stat_rost=223.000, wilcoxon_p_rost=0.184 mannwhitneyu_stat_rost=223.000, mannwhitneyu_p_rost=0.184 wilcoxon_stat_snizh=223.000, wilcoxon_p_snizh=0.822 mannwhitneyu_stat_snizh=223.000, mannwhitneyu_p_snizh=0.822 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BAKK.L: wilcoxon_stat=90.000, wilcoxon_p=0.151 mannwhitneyu_stat=170.500, mannwhitneyu_p=0.020 wilcoxon_stat_rost=170.500, wilcoxon_p_rost=0.020 mannwhitneyu_stat_rost=170.500, mannwhitneyu_p_rost=0.020 wilcoxon_stat_snizh=170.500, wilcoxon_p_snizh=0.981 mannwhitneyu_stat_snizh=170.500, mannwhitneyu_p_snizh=0.981 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BBY.L: wilcoxon_stat=117.000, wilcoxon_p=0.540 mannwhitneyu_stat=231.000, mannwhitneyu_p=0.234 wilcoxon_stat_rost=231.000, wilcoxon_p_rost=0.234 mannwhitneyu_stat_rost=231.000, mannwhitneyu_p_rost=0.234 wilcoxon_stat_snizh=231.000, wilcoxon_p_snizh=0.772 mannwhitneyu_stat_snizh=231.000, mannwhitneyu_p_snizh=0.772 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BGEO.L: wilcoxon_stat=81.000, wilcoxon_p=0.086 mannwhitneyu_stat=152.000, mannwhitneyu_p=0.007 wilcoxon_stat_rost=152.000, wilcoxon_p_rost=0.007 mannwhitneyu_stat_rost=152.000, mannwhitneyu_p_rost=0.007 wilcoxon_stat_snizh=152.000, wilcoxon_p_snizh=0.993 mannwhitneyu_stat_snizh=152.000, mannwhitneyu_p_snizh=0.993 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BNKR.L: wilcoxon_stat=114.000, wilcoxon_p=0.482 mannwhitneyu_stat=239.000, mannwhitneyu_p=0.291 wilcoxon_stat_rost=239.000, wilcoxon_p_rost=0.291 mannwhitneyu_stat_rost=239.000, mannwhitneyu_p_rost=0.291 wilcoxon_stat_snizh=239.000, wilcoxon_p_snizh=0.716 mannwhitneyu_stat_snizh=239.000, mannwhitneyu_p_snizh=0.716 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BARC.L: wilcoxon_stat=75.000, wilcoxon_p=0.056 mannwhitneyu_stat=169.000, mannwhitneyu_p=0.018 wilcoxon_stat_rost=169.000, wilcoxon_p_rost=0.018 mannwhitneyu_stat_rost=169.000, mannwhitneyu_p_rost=0.018 wilcoxon_stat_snizh=169.000, wilcoxon_p_snizh=0.983 mannwhitneyu_stat_snizh=169.000, mannwhitneyu_p_snizh=0.983 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BAG.L: wilcoxon_stat=123.000, wilcoxon_p=0.665 mannwhitneyu_stat=222.000, mannwhitneyu_p=0.178 wilcoxon_stat_rost=222.000, wilcoxon_p_rost=0.178 mannwhitneyu_stat_rost=222.000, mannwhitneyu_p_rost=0.178 wilcoxon_stat_snizh=222.000, wilcoxon_p_snizh=0.828 mannwhitneyu_stat_snizh=222.000, mannwhitneyu_p_snizh=0.828 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BDEV.L: wilcoxon_stat=70.000, wilcoxon_p=0.038 mannwhitneyu_stat=172.000, mannwhitneyu_p=0.022 wilcoxon_stat_rost=172.000, wilcoxon_p_rost=0.022 mannwhitneyu_stat_rost=172.000, mannwhitneyu_p_rost=0.022 wilcoxon_stat_snizh=172.000, wilcoxon_p_snizh=0.979 mannwhitneyu_stat_snizh=172.000, mannwhitneyu_p_snizh=0.979 wilcoxon probably different distributions mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BBGI.L: wilcoxon_stat=110.000, wilcoxon_p=0.592 mannwhitneyu_stat=238.000, mannwhitneyu_p=0.284 wilcoxon_stat_rost=291.000, wilcoxon_p_rost=0.724 mannwhitneyu_stat_rost=291.000, mannwhitneyu_p_rost=0.724 wilcoxon_stat_snizh=291.000, wilcoxon_p_snizh=0.284 mannwhitneyu_stat_snizh=291.000, mannwhitneyu_p_snizh=0.284 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BEZ.L: wilcoxon_stat=86.000, wilcoxon_p=0.119 mannwhitneyu_stat=215.000, mannwhitneyu_p=0.141 wilcoxon_stat_rost=215.000, wilcoxon_p_rost=0.141 mannwhitneyu_stat_rost=215.000, mannwhitneyu_p_rost=0.141 wilcoxon_stat_snizh=215.000, wilcoxon_p_snizh=0.864 mannwhitneyu_stat_snizh=215.000, mannwhitneyu_p_snizh=0.864 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BWY.L: wilcoxon_stat=66.000, wilcoxon_p=0.028 mannwhitneyu_stat=150.000, mannwhitneyu_p=0.006 wilcoxon_stat_rost=150.000, wilcoxon_p_rost=0.006 mannwhitneyu_stat_rost=150.000, mannwhitneyu_p_rost=0.006 wilcoxon_stat_snizh=150.000, wilcoxon_p_snizh=0.994 mannwhitneyu_stat_snizh=150.000, mannwhitneyu_p_snizh=0.994 wilcoxon probably different distributions mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BKG.L: wilcoxon_stat=86.000, wilcoxon_p=0.119 mannwhitneyu_stat=182.000, mannwhitneyu_p=0.036 wilcoxon_stat_rost=182.000, wilcoxon_p_rost=0.036 mannwhitneyu_stat_rost=182.000, mannwhitneyu_p_rost=0.036 wilcoxon_stat_snizh=182.000, wilcoxon_p_snizh=0.966 mannwhitneyu_stat_snizh=182.000, mannwhitneyu_p_snizh=0.966 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BYG.L: wilcoxon_stat=134.000, wilcoxon_p=0.917 mannwhitneyu_stat=239.000, mannwhitneyu_p=0.291 wilcoxon_stat_rost=290.000, wilcoxon_p_rost=0.716 mannwhitneyu_stat_rost=290.000, mannwhitneyu_p_rost=0.716 wilcoxon_stat_snizh=290.000, wilcoxon_p_snizh=0.291 mannwhitneyu_stat_snizh=290.000, mannwhitneyu_p_snizh=0.291 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BRSC.L: wilcoxon_stat=112.000, wilcoxon_p=0.445 mannwhitneyu_stat=207.000, mannwhitneyu_p=0.105 wilcoxon_stat_rost=207.000, wilcoxon_p_rost=0.105 mannwhitneyu_stat_rost=207.000, mannwhitneyu_p_rost=0.105 wilcoxon_stat_snizh=207.000, wilcoxon_p_snizh=0.899 mannwhitneyu_stat_snizh=207.000, mannwhitneyu_p_snizh=0.899 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BOY.L: wilcoxon_stat=88.000, wilcoxon_p=0.134 mannwhitneyu_stat=175.000, mannwhitneyu_p=0.025 wilcoxon_stat_rost=175.000, wilcoxon_p_rost=0.025 mannwhitneyu_stat_rost=175.000, mannwhitneyu_p_rost=0.025 wilcoxon_stat_snizh=175.000, wilcoxon_p_snizh=0.976 mannwhitneyu_stat_snizh=175.000, mannwhitneyu_p_snizh=0.976 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BP.L: wilcoxon_stat=134.000, wilcoxon_p=0.917 mannwhitneyu_stat=245.000, mannwhitneyu_p=0.338 wilcoxon_stat_rost=284.000, wilcoxon_p_rost=0.670 mannwhitneyu_stat_rost=284.000, mannwhitneyu_p_rost=0.670 wilcoxon_stat_snizh=284.000, wilcoxon_p_snizh=0.338 mannwhitneyu_stat_snizh=284.000, mannwhitneyu_p_snizh=0.338 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BATS.L: wilcoxon_stat=126.000, wilcoxon_p=0.731 mannwhitneyu_stat=256.000, mannwhitneyu_p=0.430 wilcoxon_stat_rost=273.000, wilcoxon_p_rost=0.578 mannwhitneyu_stat_rost=273.000, mannwhitneyu_p_rost=0.578 wilcoxon_stat_snizh=273.000, wilcoxon_p_snizh=0.430 mannwhitneyu_stat_snizh=273.000, mannwhitneyu_p_snizh=0.430 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BLND.L: wilcoxon_stat=72.000, wilcoxon_p=0.045 mannwhitneyu_stat=179.000, mannwhitneyu_p=0.031 wilcoxon_stat_rost=179.000, wilcoxon_p_rost=0.031 mannwhitneyu_stat_rost=179.000, mannwhitneyu_p_rost=0.031 wilcoxon_stat_snizh=179.000, wilcoxon_p_snizh=0.971 mannwhitneyu_stat_snizh=179.000, mannwhitneyu_p_snizh=0.971 wilcoxon probably different distributions mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BRW.L: wilcoxon_stat=94.000, wilcoxon_p=0.190 mannwhitneyu_stat=193.000, mannwhitneyu_p=0.059 wilcoxon_stat_rost=193.000, wilcoxon_p_rost=0.059 mannwhitneyu_stat_rost=193.000, mannwhitneyu_p_rost=0.059 wilcoxon_stat_snizh=193.000, wilcoxon_p_snizh=0.943 mannwhitneyu_stat_snizh=193.000, mannwhitneyu_p_snizh=0.943 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BVIC.L: wilcoxon_stat=105.000, wilcoxon_p=0.329 mannwhitneyu_stat=237.500, mannwhitneyu_p=0.280 wilcoxon_stat_rost=237.500, wilcoxon_p_rost=0.280 mannwhitneyu_stat_rost=237.500, mannwhitneyu_p_rost=0.280 wilcoxon_stat_snizh=237.500, wilcoxon_p_snizh=0.727 mannwhitneyu_stat_snizh=237.500, mannwhitneyu_p_snizh=0.727 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BNZL.L: wilcoxon_stat=107.000, wilcoxon_p=0.360 mannwhitneyu_stat=235.000, mannwhitneyu_p=0.262 wilcoxon_stat_rost=235.000, wilcoxon_p_rost=0.262 mannwhitneyu_stat_rost=235.000, mannwhitneyu_p_rost=0.262 wilcoxon_stat_snizh=235.000, wilcoxon_p_snizh=0.745 mannwhitneyu_stat_snizh=235.000, mannwhitneyu_p_snizh=0.745 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BRBY.L: wilcoxon_stat=90.000, wilcoxon_p=0.151 mannwhitneyu_stat=217.000, mannwhitneyu_p=0.151 wilcoxon_stat_rost=217.000, wilcoxon_p_rost=0.151 mannwhitneyu_stat_rost=217.000, mannwhitneyu_p_rost=0.151 wilcoxon_stat_snizh=217.000, wilcoxon_p_snizh=0.854 mannwhitneyu_stat_snizh=217.000, mannwhitneyu_p_snizh=0.854 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CNE.L: wilcoxon_stat=114.000, wilcoxon_p=0.482 mannwhitneyu_stat=205.000, mannwhitneyu_p=0.097 wilcoxon_stat_rost=205.000, wilcoxon_p_rost=0.097 mannwhitneyu_stat_rost=205.000, mannwhitneyu_p_rost=0.097 wilcoxon_stat_snizh=205.000, wilcoxon_p_snizh=0.906 mannwhitneyu_stat_snizh=205.000, mannwhitneyu_p_snizh=0.906 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CLDN.L: wilcoxon_stat=111.000, wilcoxon_p=0.427 mannwhitneyu_stat=201.000, mannwhitneyu_p=0.083 wilcoxon_stat_rost=201.000, wilcoxon_p_rost=0.083 mannwhitneyu_stat_rost=201.000, mannwhitneyu_p_rost=0.083 wilcoxon_stat_snizh=201.000, wilcoxon_p_snizh=0.921 mannwhitneyu_stat_snizh=201.000, mannwhitneyu_p_snizh=0.921 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CAPC.L: wilcoxon_stat=112.000, wilcoxon_p=0.445 mannwhitneyu_stat=245.000, mannwhitneyu_p=0.338 wilcoxon_stat_rost=245.000, wilcoxon_p_rost=0.338 mannwhitneyu_stat_rost=245.000, mannwhitneyu_p_rost=0.338 wilcoxon_stat_snizh=245.000, wilcoxon_p_snizh=0.670 mannwhitneyu_stat_snizh=245.000, mannwhitneyu_p_snizh=0.670 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CPI.L: wilcoxon_stat=74.000, wilcoxon_p=0.052 mannwhitneyu_stat=153.000, mannwhitneyu_p=0.007 wilcoxon_stat_rost=153.000, wilcoxon_p_rost=0.007 mannwhitneyu_stat_rost=153.000, mannwhitneyu_p_rost=0.007 wilcoxon_stat_snizh=153.000, wilcoxon_p_snizh=0.993 mannwhitneyu_stat_snizh=153.000, mannwhitneyu_p_snizh=0.993 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CARD.L: wilcoxon_stat=66.000, wilcoxon_p=0.028 mannwhitneyu_stat=156.500, mannwhitneyu_p=0.009 wilcoxon_stat_rost=156.500, wilcoxon_p_rost=0.009 mannwhitneyu_stat_rost=156.500, mannwhitneyu_p_rost=0.009 wilcoxon_stat_snizh=156.500, wilcoxon_p_snizh=0.991 mannwhitneyu_stat_snizh=156.500, mannwhitneyu_p_snizh=0.991 wilcoxon probably different distributions mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CCL.L: wilcoxon_stat=81.000, wilcoxon_p=0.086 mannwhitneyu_stat=173.000, mannwhitneyu_p=0.023 wilcoxon_stat_rost=173.000, wilcoxon_p_rost=0.023 mannwhitneyu_stat_rost=173.000, mannwhitneyu_p_rost=0.023 wilcoxon_stat_snizh=173.000, wilcoxon_p_snizh=0.978 mannwhitneyu_stat_snizh=173.000, mannwhitneyu_p_snizh=0.978 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CEY.L: wilcoxon_stat=130.000, wilcoxon_p=0.823 mannwhitneyu_stat=252.000, mannwhitneyu_p=0.396 wilcoxon_stat_rost=277.000, wilcoxon_p_rost=0.612 mannwhitneyu_stat_rost=277.000, mannwhitneyu_p_rost=0.612 wilcoxon_stat_snizh=277.000, wilcoxon_p_snizh=0.396 mannwhitneyu_stat_snizh=277.000, mannwhitneyu_p_snizh=0.396 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CNA.L: wilcoxon_stat=71.000, wilcoxon_p=0.042 mannwhitneyu_stat=154.000, mannwhitneyu_p=0.008 wilcoxon_stat_rost=154.000, wilcoxon_p_rost=0.008 mannwhitneyu_stat_rost=154.000, mannwhitneyu_p_rost=0.008 wilcoxon_stat_snizh=154.000, wilcoxon_p_snizh=0.993 mannwhitneyu_stat_snizh=154.000, mannwhitneyu_p_snizh=0.993 wilcoxon probably different distributions mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CINE.L: wilcoxon_stat=70.000, wilcoxon_p=0.038 mannwhitneyu_stat=151.000, mannwhitneyu_p=0.007 wilcoxon_stat_rost=151.000, wilcoxon_p_rost=0.007 mannwhitneyu_stat_rost=151.000, mannwhitneyu_p_rost=0.007 wilcoxon_stat_snizh=151.000, wilcoxon_p_snizh=0.994 mannwhitneyu_stat_snizh=151.000, mannwhitneyu_p_snizh=0.994 wilcoxon probably different distributions mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CTY.L: wilcoxon_stat=101.000, wilcoxon_p=0.273 mannwhitneyu_stat=253.000, mannwhitneyu_p=0.405 wilcoxon_stat_rost=253.000, wilcoxon_p_rost=0.405 mannwhitneyu_stat_rost=253.000, mannwhitneyu_p_rost=0.405 wilcoxon_stat_snizh=253.000, wilcoxon_p_snizh=0.604 mannwhitneyu_stat_snizh=253.000, mannwhitneyu_p_snizh=0.604 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CKN.L: wilcoxon_stat=97.000, wilcoxon_p=0.223 mannwhitneyu_stat=205.000, mannwhitneyu_p=0.097 wilcoxon_stat_rost=205.000, wilcoxon_p_rost=0.097 mannwhitneyu_stat_rost=205.000, mannwhitneyu_p_rost=0.097 wilcoxon_stat_snizh=205.000, wilcoxon_p_snizh=0.906 mannwhitneyu_stat_snizh=205.000, mannwhitneyu_p_snizh=0.906 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CBG.L: wilcoxon_stat=111.000, wilcoxon_p=0.427 mannwhitneyu_stat=230.000, mannwhitneyu_p=0.228 wilcoxon_stat_rost=230.000, wilcoxon_p_rost=0.228 mannwhitneyu_stat_rost=230.000, mannwhitneyu_p_rost=0.228 wilcoxon_stat_snizh=230.000, wilcoxon_p_snizh=0.779 mannwhitneyu_stat_snizh=230.000, mannwhitneyu_p_snizh=0.779 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CLI.L: wilcoxon_stat=120.000, wilcoxon_p=0.601 mannwhitneyu_stat=264.500, mannwhitneyu_p=0.496 wilcoxon_stat_rost=264.500, wilcoxon_p_rost=0.504 mannwhitneyu_stat_rost=264.500, mannwhitneyu_p_rost=0.504 wilcoxon_stat_snizh=264.500, wilcoxon_p_snizh=0.504 mannwhitneyu_stat_snizh=264.500, mannwhitneyu_p_snizh=0.504 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== COA.L: wilcoxon_stat=101.000, wilcoxon_p=0.273 mannwhitneyu_stat=244.000, mannwhitneyu_p=0.330 wilcoxon_stat_rost=244.000, wilcoxon_p_rost=0.330 mannwhitneyu_stat_rost=244.000, mannwhitneyu_p_rost=0.330 wilcoxon_stat_snizh=244.000, wilcoxon_p_snizh=0.678 mannwhitneyu_stat_snizh=244.000, mannwhitneyu_p_snizh=0.678 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CCH.L: wilcoxon_stat=104.000, wilcoxon_p=0.315 mannwhitneyu_stat=213.000, mannwhitneyu_p=0.131 wilcoxon_stat_rost=213.000, wilcoxon_p_rost=0.131 mannwhitneyu_stat_rost=213.000, mannwhitneyu_p_rost=0.131 wilcoxon_stat_snizh=213.000, wilcoxon_p_snizh=0.873 mannwhitneyu_stat_snizh=213.000, mannwhitneyu_p_snizh=0.873 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CPG.L: wilcoxon_stat=91.000, wilcoxon_p=0.160 mannwhitneyu_stat=164.000, mannwhitneyu_p=0.014 wilcoxon_stat_rost=164.000, wilcoxon_p_rost=0.014 mannwhitneyu_stat_rost=164.000, mannwhitneyu_p_rost=0.014 wilcoxon_stat_snizh=164.000, wilcoxon_p_snizh=0.987 mannwhitneyu_stat_snizh=164.000, mannwhitneyu_p_snizh=0.987 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CCC.L: wilcoxon_stat=87.000, wilcoxon_p=0.126 mannwhitneyu_stat=186.000, mannwhitneyu_p=0.043 wilcoxon_stat_rost=186.000, wilcoxon_p_rost=0.043 mannwhitneyu_stat_rost=186.000, mannwhitneyu_p_rost=0.043 wilcoxon_stat_snizh=186.000, wilcoxon_p_snizh=0.959 mannwhitneyu_stat_snizh=186.000, mannwhitneyu_p_snizh=0.959 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== GLO.L: wilcoxon_stat=113.000, wilcoxon_p=0.463 mannwhitneyu_stat=198.500, mannwhitneyu_p=0.075 wilcoxon_stat_rost=198.500, wilcoxon_p_rost=0.075 mannwhitneyu_stat_rost=198.500, mannwhitneyu_p_rost=0.075 wilcoxon_stat_snizh=198.500, wilcoxon_p_snizh=0.928 mannwhitneyu_stat_snizh=198.500, mannwhitneyu_p_snizh=0.928 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CTEC.L: wilcoxon_stat=108.000, wilcoxon_p=0.377 mannwhitneyu_stat=203.000, mannwhitneyu_p=0.090 wilcoxon_stat_rost=203.000, wilcoxon_p_rost=0.090 mannwhitneyu_stat_rost=203.000, mannwhitneyu_p_rost=0.090 wilcoxon_stat_snizh=203.000, wilcoxon_p_snizh=0.913 mannwhitneyu_stat_snizh=203.000, mannwhitneyu_p_snizh=0.913 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CSP.L: wilcoxon_stat=73.000, wilcoxon_p=0.048 mannwhitneyu_stat=165.000, mannwhitneyu_p=0.015 wilcoxon_stat_rost=165.000, wilcoxon_p_rost=0.015 mannwhitneyu_stat_rost=165.000, mannwhitneyu_p_rost=0.015 wilcoxon_stat_snizh=165.000, wilcoxon_p_snizh=0.986 mannwhitneyu_stat_snizh=165.000, mannwhitneyu_p_snizh=0.986 wilcoxon probably different distributions mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CWK.L: wilcoxon_stat=135.000, wilcoxon_p=0.941 mannwhitneyu_stat=255.000, mannwhitneyu_p=0.422 wilcoxon_stat_rost=274.000, wilcoxon_p_rost=0.587 mannwhitneyu_stat_rost=274.000, mannwhitneyu_p_rost=0.587 wilcoxon_stat_snizh=274.000, wilcoxon_p_snizh=0.422 mannwhitneyu_stat_snizh=274.000, mannwhitneyu_p_snizh=0.422 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CRST.L: wilcoxon_stat=52.000, wilcoxon_p=0.007 mannwhitneyu_stat=165.000, mannwhitneyu_p=0.015 wilcoxon_stat_rost=165.000, wilcoxon_p_rost=0.015 mannwhitneyu_stat_rost=165.000, mannwhitneyu_p_rost=0.015 wilcoxon_stat_snizh=165.000, wilcoxon_p_snizh=0.986 mannwhitneyu_stat_snizh=165.000, mannwhitneyu_p_snizh=0.986 wilcoxon probably different distributions mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CRH.L: wilcoxon_stat=110.000, wilcoxon_p=0.410 mannwhitneyu_stat=226.000, mannwhitneyu_p=0.202 wilcoxon_stat_rost=226.000, wilcoxon_p_rost=0.202 mannwhitneyu_stat_rost=226.000, mannwhitneyu_p_rost=0.202 wilcoxon_stat_snizh=226.000, wilcoxon_p_snizh=0.804 mannwhitneyu_stat_snizh=226.000, mannwhitneyu_p_snizh=0.804 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CRDA.L: wilcoxon_stat=101.000, wilcoxon_p=0.273 mannwhitneyu_stat=222.000, mannwhitneyu_p=0.178 wilcoxon_stat_rost=222.000, wilcoxon_p_rost=0.178 mannwhitneyu_stat_rost=222.000, mannwhitneyu_p_rost=0.178 wilcoxon_stat_snizh=222.000, wilcoxon_p_snizh=0.828 mannwhitneyu_stat_snizh=222.000, mannwhitneyu_p_snizh=0.828 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== DCC.L: wilcoxon_stat=120.000, wilcoxon_p=0.601 mannwhitneyu_stat=250.000, mannwhitneyu_p=0.379 wilcoxon_stat_rost=250.000, wilcoxon_p_rost=0.379 mannwhitneyu_stat_rost=250.000, mannwhitneyu_p_rost=0.379 wilcoxon_stat_snizh=250.000, wilcoxon_p_snizh=0.629 mannwhitneyu_stat_snizh=250.000, mannwhitneyu_p_snizh=0.629 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== DPH.L: wilcoxon_stat=128.000, wilcoxon_p=0.777 mannwhitneyu_stat=252.000, mannwhitneyu_p=0.396 wilcoxon_stat_rost=252.000, wilcoxon_p_rost=0.396 mannwhitneyu_stat_rost=252.000, mannwhitneyu_p_rost=0.396 wilcoxon_stat_snizh=252.000, wilcoxon_p_snizh=0.612 mannwhitneyu_stat_snizh=252.000, mannwhitneyu_p_snizh=0.612 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== DLN.L: wilcoxon_stat=104.000, wilcoxon_p=0.315 mannwhitneyu_stat=213.000, mannwhitneyu_p=0.131 wilcoxon_stat_rost=213.000, wilcoxon_p_rost=0.131 mannwhitneyu_stat_rost=213.000, mannwhitneyu_p_rost=0.131 wilcoxon_stat_snizh=213.000, wilcoxon_p_snizh=0.873 mannwhitneyu_stat_snizh=213.000, mannwhitneyu_p_snizh=0.873 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== DGE.L: wilcoxon_stat=109.000, wilcoxon_p=0.393 mannwhitneyu_stat=229.000, mannwhitneyu_p=0.221 wilcoxon_stat_rost=229.000, wilcoxon_p_rost=0.221 mannwhitneyu_stat_rost=229.000, mannwhitneyu_p_rost=0.221 wilcoxon_stat_snizh=229.000, wilcoxon_p_snizh=0.785 mannwhitneyu_stat_snizh=229.000, mannwhitneyu_p_snizh=0.785 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== DPLM.L: wilcoxon_stat=84.000, wilcoxon_p=0.105 mannwhitneyu_stat=203.000, mannwhitneyu_p=0.090 wilcoxon_stat_rost=203.000, wilcoxon_p_rost=0.090 mannwhitneyu_stat_rost=203.000, mannwhitneyu_p_rost=0.090 wilcoxon_stat_snizh=203.000, wilcoxon_p_snizh=0.913 mannwhitneyu_stat_snizh=203.000, mannwhitneyu_p_snizh=0.913 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== DLG.L: wilcoxon_stat=133.000, wilcoxon_p=0.893 mannwhitneyu_stat=261.000, mannwhitneyu_p=0.474 wilcoxon_stat_rost=261.000, wilcoxon_p_rost=0.474 mannwhitneyu_stat_rost=261.000, mannwhitneyu_p_rost=0.474 wilcoxon_stat_snizh=261.000, wilcoxon_p_snizh=0.535 mannwhitneyu_stat_snizh=261.000, mannwhitneyu_p_snizh=0.535 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== DOM.L: wilcoxon_stat=105.000, wilcoxon_p=0.329 mannwhitneyu_stat=224.000, mannwhitneyu_p=0.190 wilcoxon_stat_rost=224.000, wilcoxon_p_rost=0.190 mannwhitneyu_stat_rost=224.000, mannwhitneyu_p_rost=0.190 wilcoxon_stat_snizh=224.000, wilcoxon_p_snizh=0.816 mannwhitneyu_stat_snizh=224.000, mannwhitneyu_p_snizh=0.816 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== DRX.L: wilcoxon_stat=80.000, wilcoxon_p=0.080 mannwhitneyu_stat=179.000, mannwhitneyu_p=0.031 wilcoxon_stat_rost=179.000, wilcoxon_p_rost=0.031 mannwhitneyu_stat_rost=179.000, mannwhitneyu_p_rost=0.031 wilcoxon_stat_snizh=179.000, wilcoxon_p_snizh=0.971 mannwhitneyu_stat_snizh=179.000, mannwhitneyu_p_snizh=0.971 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== DNLM.L: wilcoxon_stat=91.000, wilcoxon_p=0.160 mannwhitneyu_stat=218.000, mannwhitneyu_p=0.156 wilcoxon_stat_rost=218.000, wilcoxon_p_rost=0.156 mannwhitneyu_stat_rost=218.000, mannwhitneyu_p_rost=0.156 wilcoxon_stat_snizh=218.000, wilcoxon_p_snizh=0.849 mannwhitneyu_stat_snizh=218.000, mannwhitneyu_p_snizh=0.849 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== EZJ.L: wilcoxon_stat=80.000, wilcoxon_p=0.080 mannwhitneyu_stat=180.000, mannwhitneyu_p=0.032 wilcoxon_stat_rost=180.000, wilcoxon_p_rost=0.032 mannwhitneyu_stat_rost=180.000, mannwhitneyu_p_rost=0.032 wilcoxon_stat_snizh=180.000, wilcoxon_p_snizh=0.969 mannwhitneyu_stat_snizh=180.000, mannwhitneyu_p_snizh=0.969 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== EDIN.L: wilcoxon_stat=95.000, wilcoxon_p=0.200 mannwhitneyu_stat=208.500, mannwhitneyu_p=0.111 wilcoxon_stat_rost=208.500, wilcoxon_p_rost=0.111 mannwhitneyu_stat_rost=208.500, mannwhitneyu_p_rost=0.111 wilcoxon_stat_snizh=208.500, wilcoxon_p_snizh=0.893 mannwhitneyu_stat_snizh=208.500, mannwhitneyu_p_snizh=0.893 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ECM.L: wilcoxon_stat=122.000, wilcoxon_p=0.643 mannwhitneyu_stat=247.000, mannwhitneyu_p=0.354 wilcoxon_stat_rost=247.000, wilcoxon_p_rost=0.354 mannwhitneyu_stat_rost=247.000, mannwhitneyu_p_rost=0.354 wilcoxon_stat_snizh=247.000, wilcoxon_p_snizh=0.654 mannwhitneyu_stat_snizh=247.000, mannwhitneyu_p_snizh=0.654 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ELM.L: wilcoxon_stat=78.000, wilcoxon_p=0.070 mannwhitneyu_stat=165.000, mannwhitneyu_p=0.015 wilcoxon_stat_rost=165.000, wilcoxon_p_rost=0.015 mannwhitneyu_stat_rost=165.000, mannwhitneyu_p_rost=0.015 wilcoxon_stat_snizh=165.000, wilcoxon_p_snizh=0.986 mannwhitneyu_stat_snizh=165.000, mannwhitneyu_p_snizh=0.986 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ENOG.L: wilcoxon_stat=133.000, wilcoxon_p=0.893 mannwhitneyu_stat=258.000, mannwhitneyu_p=0.448 wilcoxon_stat_rost=271.000, wilcoxon_p_rost=0.561 mannwhitneyu_stat_rost=271.000, mannwhitneyu_p_rost=0.561 wilcoxon_stat_snizh=271.000, wilcoxon_p_snizh=0.448 mannwhitneyu_stat_snizh=271.000, mannwhitneyu_p_snizh=0.448 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ESNT.L: wilcoxon_stat=102.000, wilcoxon_p=0.286 mannwhitneyu_stat=207.000, mannwhitneyu_p=0.105 wilcoxon_stat_rost=207.000, wilcoxon_p_rost=0.105 mannwhitneyu_stat_rost=207.000, mannwhitneyu_p_rost=0.105 wilcoxon_stat_snizh=207.000, wilcoxon_p_snizh=0.899 mannwhitneyu_stat_snizh=207.000, mannwhitneyu_p_snizh=0.899 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ERM.L: wilcoxon_stat=98.000, wilcoxon_p=0.234 mannwhitneyu_stat=217.000, mannwhitneyu_p=0.151 wilcoxon_stat_rost=217.000, wilcoxon_p_rost=0.151 mannwhitneyu_stat_rost=217.000, mannwhitneyu_p_rost=0.151 wilcoxon_stat_snizh=217.000, wilcoxon_p_snizh=0.854 mannwhitneyu_stat_snizh=217.000, mannwhitneyu_p_snizh=0.854 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== EVR.L: wilcoxon_stat=118.000, wilcoxon_p=0.560 mannwhitneyu_stat=248.000, mannwhitneyu_p=0.363 wilcoxon_stat_rost=248.000, wilcoxon_p_rost=0.363 mannwhitneyu_stat_rost=248.000, mannwhitneyu_p_rost=0.363 wilcoxon_stat_snizh=248.000, wilcoxon_p_snizh=0.646 mannwhitneyu_stat_snizh=248.000, mannwhitneyu_p_snizh=0.646 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== EXPN.L: wilcoxon_stat=101.000, wilcoxon_p=0.273 mannwhitneyu_stat=188.000, mannwhitneyu_p=0.047 wilcoxon_stat_rost=188.000, wilcoxon_p_rost=0.047 mannwhitneyu_stat_rost=188.000, mannwhitneyu_p_rost=0.047 wilcoxon_stat_snizh=188.000, wilcoxon_p_snizh=0.955 mannwhitneyu_stat_snizh=188.000, mannwhitneyu_p_snizh=0.955 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== FDM.L: wilcoxon_stat=130.000, wilcoxon_p=0.823 mannwhitneyu_stat=243.000, mannwhitneyu_p=0.322 wilcoxon_stat_rost=243.000, wilcoxon_p_rost=0.322 mannwhitneyu_stat_rost=243.000, mannwhitneyu_p_rost=0.322 wilcoxon_stat_snizh=243.000, wilcoxon_p_snizh=0.686 mannwhitneyu_stat_snizh=243.000, mannwhitneyu_p_snizh=0.686 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== FERG.L: wilcoxon_stat=90.000, wilcoxon_p=0.151 mannwhitneyu_stat=197.000, mannwhitneyu_p=0.071 wilcoxon_stat_rost=197.000, wilcoxon_p_rost=0.071 mannwhitneyu_stat_rost=197.000, mannwhitneyu_p_rost=0.071 wilcoxon_stat_snizh=197.000, wilcoxon_p_snizh=0.932 mannwhitneyu_stat_snizh=197.000, mannwhitneyu_p_snizh=0.932 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== FXPO.L: wilcoxon_stat=136.000, wilcoxon_p=0.964 mannwhitneyu_stat=241.000, mannwhitneyu_p=0.307 wilcoxon_stat_rost=241.000, wilcoxon_p_rost=0.307 mannwhitneyu_stat_rost=241.000, mannwhitneyu_p_rost=0.307 wilcoxon_stat_snizh=241.000, wilcoxon_p_snizh=0.701 mannwhitneyu_stat_snizh=241.000, mannwhitneyu_p_snizh=0.701 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== FEV.L: wilcoxon_stat=113.000, wilcoxon_p=0.463 mannwhitneyu_stat=250.500, mannwhitneyu_p=0.383 wilcoxon_stat_rost=250.500, wilcoxon_p_rost=0.383 mannwhitneyu_stat_rost=250.500, mannwhitneyu_p_rost=0.383 wilcoxon_stat_snizh=250.500, wilcoxon_p_snizh=0.625 mannwhitneyu_stat_snizh=250.500, mannwhitneyu_p_snizh=0.625 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== FSV.L: wilcoxon_stat=81.000, wilcoxon_p=0.086 mannwhitneyu_stat=161.000, mannwhitneyu_p=0.012 wilcoxon_stat_rost=161.000, wilcoxon_p_rost=0.012 mannwhitneyu_stat_rost=161.000, mannwhitneyu_p_rost=0.012 wilcoxon_stat_snizh=161.000, wilcoxon_p_snizh=0.989 mannwhitneyu_stat_snizh=161.000, mannwhitneyu_p_snizh=0.989 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== FCSS.L: wilcoxon_stat=137.000, wilcoxon_p=0.988 mannwhitneyu_stat=245.000, mannwhitneyu_p=0.338 wilcoxon_stat_rost=284.000, wilcoxon_p_rost=0.670 mannwhitneyu_stat_rost=284.000, mannwhitneyu_p_rost=0.670 wilcoxon_stat_snizh=284.000, wilcoxon_p_snizh=0.338 mannwhitneyu_stat_snizh=284.000, mannwhitneyu_p_snizh=0.338 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== FGT.L: wilcoxon_stat=113.000, wilcoxon_p=0.463 mannwhitneyu_stat=229.000, mannwhitneyu_p=0.221 wilcoxon_stat_rost=229.000, wilcoxon_p_rost=0.221 mannwhitneyu_stat_rost=229.000, mannwhitneyu_p_rost=0.221 wilcoxon_stat_snizh=229.000, wilcoxon_p_snizh=0.786 mannwhitneyu_stat_snizh=229.000, mannwhitneyu_p_snizh=0.786 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== FGP.L: wilcoxon_stat=102.000, wilcoxon_p=0.286 mannwhitneyu_stat=220.000, mannwhitneyu_p=0.167 wilcoxon_stat_rost=220.000, wilcoxon_p_rost=0.167 mannwhitneyu_stat_rost=220.000, mannwhitneyu_p_rost=0.167 wilcoxon_stat_snizh=220.000, wilcoxon_p_snizh=0.839 mannwhitneyu_stat_snizh=220.000, mannwhitneyu_p_snizh=0.839 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== FSJ.L: wilcoxon_stat=116.000, wilcoxon_p=0.520 mannwhitneyu_stat=261.000, mannwhitneyu_p=0.474 wilcoxon_stat_rost=261.000, wilcoxon_p_rost=0.474 mannwhitneyu_stat_rost=261.000, mannwhitneyu_p_rost=0.474 wilcoxon_stat_snizh=261.000, wilcoxon_p_snizh=0.535 mannwhitneyu_stat_snizh=261.000, mannwhitneyu_p_snizh=0.535 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== FRES.L: wilcoxon_stat=129.000, wilcoxon_p=0.800 mannwhitneyu_stat=264.000, mannwhitneyu_p=0.500 wilcoxon_stat_rost=264.000, wilcoxon_p_rost=0.500 mannwhitneyu_stat_rost=264.000, mannwhitneyu_p_rost=0.500 wilcoxon_stat_snizh=264.000, wilcoxon_p_snizh=0.509 mannwhitneyu_stat_snizh=264.000, mannwhitneyu_p_snizh=0.509 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== GFRD.L: wilcoxon_stat=125.000, wilcoxon_p=0.709 mannwhitneyu_stat=227.000, mannwhitneyu_p=0.208 wilcoxon_stat_rost=302.000, wilcoxon_p_rost=0.798 mannwhitneyu_stat_rost=302.000, mannwhitneyu_p_rost=0.798 wilcoxon_stat_snizh=302.000, wilcoxon_p_snizh=0.208 mannwhitneyu_stat_snizh=302.000, mannwhitneyu_p_snizh=0.208 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== GAW.L: wilcoxon_stat=101.000, wilcoxon_p=0.273 mannwhitneyu_stat=194.000, mannwhitneyu_p=0.062 wilcoxon_stat_rost=194.000, wilcoxon_p_rost=0.062 mannwhitneyu_stat_rost=194.000, mannwhitneyu_p_rost=0.062 wilcoxon_stat_snizh=194.000, wilcoxon_p_snizh=0.941 mannwhitneyu_stat_snizh=194.000, mannwhitneyu_p_snizh=0.941 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== GCP.L: wilcoxon_stat=124.000, wilcoxon_p=0.687 mannwhitneyu_stat=238.000, mannwhitneyu_p=0.284 wilcoxon_stat_rost=238.000, wilcoxon_p_rost=0.284 mannwhitneyu_stat_rost=238.000, mannwhitneyu_p_rost=0.284 wilcoxon_stat_snizh=238.000, wilcoxon_p_snizh=0.723 mannwhitneyu_stat_snizh=238.000, mannwhitneyu_p_snizh=0.723 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== GNS.L: wilcoxon_stat=128.000, wilcoxon_p=0.777 mannwhitneyu_stat=260.000, mannwhitneyu_p=0.465 wilcoxon_stat_rost=269.000, wilcoxon_p_rost=0.544 mannwhitneyu_stat_rost=269.000, mannwhitneyu_p_rost=0.544 wilcoxon_stat_snizh=269.000, wilcoxon_p_snizh=0.465 mannwhitneyu_stat_snizh=269.000, mannwhitneyu_p_snizh=0.465 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== GSK.L: wilcoxon_stat=113.000, wilcoxon_p=0.463 mannwhitneyu_stat=218.000, mannwhitneyu_p=0.156 wilcoxon_stat_rost=218.000, wilcoxon_p_rost=0.156 mannwhitneyu_stat_rost=218.000, mannwhitneyu_p_rost=0.156 wilcoxon_stat_snizh=218.000, wilcoxon_p_snizh=0.849 mannwhitneyu_stat_snizh=218.000, mannwhitneyu_p_snizh=0.849 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== GLEN.L: wilcoxon_stat=117.000, wilcoxon_p=0.540 mannwhitneyu_stat=215.000, mannwhitneyu_p=0.141 wilcoxon_stat_rost=215.000, wilcoxon_p_rost=0.141 mannwhitneyu_stat_rost=215.000, mannwhitneyu_p_rost=0.141 wilcoxon_stat_snizh=215.000, wilcoxon_p_snizh=0.864 mannwhitneyu_stat_snizh=215.000, mannwhitneyu_p_snizh=0.864 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== GOG.L: wilcoxon_stat=105.000, wilcoxon_p=0.329 mannwhitneyu_stat=201.000, mannwhitneyu_p=0.083 wilcoxon_stat_rost=201.000, wilcoxon_p_rost=0.083 mannwhitneyu_stat_rost=201.000, mannwhitneyu_p_rost=0.083 wilcoxon_stat_snizh=201.000, wilcoxon_p_snizh=0.920 mannwhitneyu_stat_snizh=201.000, mannwhitneyu_p_snizh=0.920 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== GFTU.L: wilcoxon_stat=104.000, wilcoxon_p=0.315 mannwhitneyu_stat=215.000, mannwhitneyu_p=0.141 wilcoxon_stat_rost=215.000, wilcoxon_p_rost=0.141 mannwhitneyu_stat_rost=215.000, mannwhitneyu_p_rost=0.141 wilcoxon_stat_snizh=215.000, wilcoxon_p_snizh=0.864 mannwhitneyu_stat_snizh=215.000, mannwhitneyu_p_snizh=0.864 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== GRI.L: wilcoxon_stat=97.000, wilcoxon_p=0.223 mannwhitneyu_stat=203.000, mannwhitneyu_p=0.090 wilcoxon_stat_rost=203.000, wilcoxon_p_rost=0.090 mannwhitneyu_stat_rost=203.000, mannwhitneyu_p_rost=0.090 wilcoxon_stat_snizh=203.000, wilcoxon_p_snizh=0.913 mannwhitneyu_stat_snizh=203.000, mannwhitneyu_p_snizh=0.913 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== UKW.L: wilcoxon_stat=132.000, wilcoxon_p=0.870 mannwhitneyu_stat=261.000, mannwhitneyu_p=0.474 wilcoxon_stat_rost=268.000, wilcoxon_p_rost=0.535 mannwhitneyu_stat_rost=268.000, mannwhitneyu_p_rost=0.535 wilcoxon_stat_snizh=268.000, wilcoxon_p_snizh=0.474 mannwhitneyu_stat_snizh=268.000, mannwhitneyu_p_snizh=0.474 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== GNC.L: wilcoxon_stat=115.000, wilcoxon_p=0.501 mannwhitneyu_stat=217.000, mannwhitneyu_p=0.151 wilcoxon_stat_rost=217.000, wilcoxon_p_rost=0.151 mannwhitneyu_stat_rost=217.000, mannwhitneyu_p_rost=0.151 wilcoxon_stat_snizh=217.000, wilcoxon_p_snizh=0.854 mannwhitneyu_stat_snizh=217.000, mannwhitneyu_p_snizh=0.854 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== GRG.L: wilcoxon_stat=103.000, wilcoxon_p=0.300 mannwhitneyu_stat=220.000, mannwhitneyu_p=0.167 wilcoxon_stat_rost=220.000, wilcoxon_p_rost=0.167 mannwhitneyu_stat_rost=220.000, mannwhitneyu_p_rost=0.167 wilcoxon_stat_snizh=220.000, wilcoxon_p_snizh=0.839 mannwhitneyu_stat_snizh=220.000, mannwhitneyu_p_snizh=0.839 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/scipy/stats/morestats.py:2957: UserWarning: Exact p-value calculation does not work if there are ties. Switching to normal approximation.
warnings.warn("Exact p-value calculation does not work if there are "
mannwhitneyu_snizh probably the same distribution ================================================================== HFD.L: wilcoxon_stat=82.000, wilcoxon_p=0.092 mannwhitneyu_stat=136.500, mannwhitneyu_p=0.003 wilcoxon_stat_rost=136.500, wilcoxon_p_rost=0.003 mannwhitneyu_stat_rost=136.500, mannwhitneyu_p_rost=0.003 wilcoxon_stat_snizh=136.500, wilcoxon_p_snizh=0.998 mannwhitneyu_stat_snizh=136.500, mannwhitneyu_p_snizh=0.998 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HLMA.L: wilcoxon_stat=120.000, wilcoxon_p=0.601 mannwhitneyu_stat=235.000, mannwhitneyu_p=0.262 wilcoxon_stat_rost=235.000, wilcoxon_p_rost=0.262 mannwhitneyu_stat_rost=235.000, mannwhitneyu_p_rost=0.262 wilcoxon_stat_snizh=235.000, wilcoxon_p_snizh=0.745 mannwhitneyu_stat_snizh=235.000, mannwhitneyu_p_snizh=0.745 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HMSO.L: wilcoxon_stat=63.000, wilcoxon_p=0.021 mannwhitneyu_stat=171.000, mannwhitneyu_p=0.021 wilcoxon_stat_rost=171.000, wilcoxon_p_rost=0.021 mannwhitneyu_stat_rost=171.000, mannwhitneyu_p_rost=0.021 wilcoxon_stat_snizh=171.000, wilcoxon_p_snizh=0.981 mannwhitneyu_stat_snizh=171.000, mannwhitneyu_p_snizh=0.981 wilcoxon probably different distributions mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HVPE.L: wilcoxon_stat=106.000, wilcoxon_p=0.345 mannwhitneyu_stat=217.000, mannwhitneyu_p=0.151 wilcoxon_stat_rost=217.000, wilcoxon_p_rost=0.151 mannwhitneyu_stat_rost=217.000, mannwhitneyu_p_rost=0.151 wilcoxon_stat_snizh=217.000, wilcoxon_p_snizh=0.854 mannwhitneyu_stat_snizh=217.000, mannwhitneyu_p_snizh=0.854 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HL.L: wilcoxon_stat=130.000, wilcoxon_p=0.823 mannwhitneyu_stat=247.000, mannwhitneyu_p=0.354 wilcoxon_stat_rost=247.000, wilcoxon_p_rost=0.354 mannwhitneyu_stat_rost=247.000, mannwhitneyu_p_rost=0.354 wilcoxon_stat_snizh=247.000, wilcoxon_p_snizh=0.654 mannwhitneyu_stat_snizh=247.000, mannwhitneyu_p_snizh=0.654 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HAS.L: wilcoxon_stat=92.000, wilcoxon_p=0.170 mannwhitneyu_stat=180.000, mannwhitneyu_p=0.032 wilcoxon_stat_rost=180.000, wilcoxon_p_rost=0.032 mannwhitneyu_stat_rost=180.000, mannwhitneyu_p_rost=0.032 wilcoxon_stat_snizh=180.000, wilcoxon_p_snizh=0.969 mannwhitneyu_stat_snizh=180.000, mannwhitneyu_p_snizh=0.969 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HRI.L: wilcoxon_stat=116.000, wilcoxon_p=0.520 mannwhitneyu_stat=227.000, mannwhitneyu_p=0.208 wilcoxon_stat_rost=227.000, wilcoxon_p_rost=0.208 mannwhitneyu_stat_rost=227.000, mannwhitneyu_p_rost=0.208 wilcoxon_stat_snizh=227.000, wilcoxon_p_snizh=0.798 mannwhitneyu_stat_snizh=227.000, mannwhitneyu_p_snizh=0.798 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HGT.L: wilcoxon_stat=126.000, wilcoxon_p=0.731 mannwhitneyu_stat=248.000, mannwhitneyu_p=0.363 wilcoxon_stat_rost=248.000, wilcoxon_p_rost=0.363 mannwhitneyu_stat_rost=248.000, mannwhitneyu_p_rost=0.363 wilcoxon_stat_snizh=248.000, wilcoxon_p_snizh=0.646 mannwhitneyu_stat_snizh=248.000, mannwhitneyu_p_snizh=0.646 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HICL.L: wilcoxon_stat=108.000, wilcoxon_p=0.377 mannwhitneyu_stat=201.000, mannwhitneyu_p=0.083 wilcoxon_stat_rost=201.000, wilcoxon_p_rost=0.083 mannwhitneyu_stat_rost=201.000, mannwhitneyu_p_rost=0.083 wilcoxon_stat_snizh=201.000, wilcoxon_p_snizh=0.920 mannwhitneyu_stat_snizh=201.000, mannwhitneyu_p_snizh=0.920 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HIK.L: wilcoxon_stat=104.000, wilcoxon_p=0.315 mannwhitneyu_stat=213.000, mannwhitneyu_p=0.131 wilcoxon_stat_rost=316.000, wilcoxon_p_rost=0.873 mannwhitneyu_stat_rost=316.000, mannwhitneyu_p_rost=0.873 wilcoxon_stat_snizh=316.000, wilcoxon_p_snizh=0.131 mannwhitneyu_stat_snizh=316.000, mannwhitneyu_p_snizh=0.131 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HILS.L: wilcoxon_stat=72.000, wilcoxon_p=0.045 mannwhitneyu_stat=192.000, mannwhitneyu_p=0.057 wilcoxon_stat_rost=192.000, wilcoxon_p_rost=0.057 mannwhitneyu_stat_rost=192.000, mannwhitneyu_p_rost=0.057 wilcoxon_stat_snizh=192.000, wilcoxon_p_snizh=0.946 mannwhitneyu_stat_snizh=192.000, mannwhitneyu_p_snizh=0.946 wilcoxon probably different distributions mannwhitneyu probably the same distribution wilcoxo_rostn probably different distributions mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HFG.L: wilcoxon_stat=128.000, wilcoxon_p=0.777 mannwhitneyu_stat=264.000, mannwhitneyu_p=0.500 wilcoxon_stat_rost=264.000, wilcoxon_p_rost=0.500 mannwhitneyu_stat_rost=264.000, mannwhitneyu_p_rost=0.500 wilcoxon_stat_snizh=264.000, wilcoxon_p_snizh=0.509 mannwhitneyu_stat_snizh=264.000, mannwhitneyu_p_snizh=0.509 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HSX.L: wilcoxon_stat=82.000, wilcoxon_p=0.092 mannwhitneyu_stat=184.000, mannwhitneyu_p=0.039 wilcoxon_stat_rost=184.000, wilcoxon_p_rost=0.039 mannwhitneyu_stat_rost=184.000, mannwhitneyu_p_rost=0.039 wilcoxon_stat_snizh=184.000, wilcoxon_p_snizh=0.962 mannwhitneyu_stat_snizh=184.000, mannwhitneyu_p_snizh=0.962 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HOC.L: wilcoxon_stat=90.000, wilcoxon_p=0.151 mannwhitneyu_stat=186.000, mannwhitneyu_p=0.043 wilcoxon_stat_rost=186.000, wilcoxon_p_rost=0.043 mannwhitneyu_stat_rost=186.000, mannwhitneyu_p_rost=0.043 wilcoxon_stat_snizh=186.000, wilcoxon_p_snizh=0.959 mannwhitneyu_stat_snizh=186.000, mannwhitneyu_p_snizh=0.959 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HSV.L: wilcoxon_stat=100.000, wilcoxon_p=0.259 mannwhitneyu_stat=216.000, mannwhitneyu_p=0.146 wilcoxon_stat_rost=216.000, wilcoxon_p_rost=0.146 mannwhitneyu_stat_rost=216.000, mannwhitneyu_p_rost=0.146 wilcoxon_stat_snizh=216.000, wilcoxon_p_snizh=0.859 mannwhitneyu_stat_snizh=216.000, mannwhitneyu_p_snizh=0.859 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HWDN.L: wilcoxon_stat=98.000, wilcoxon_p=0.234 mannwhitneyu_stat=196.000, mannwhitneyu_p=0.068 wilcoxon_stat_rost=196.000, wilcoxon_p_rost=0.068 mannwhitneyu_stat_rost=196.000, mannwhitneyu_p_rost=0.068 wilcoxon_stat_snizh=196.000, wilcoxon_p_snizh=0.935 mannwhitneyu_stat_snizh=196.000, mannwhitneyu_p_snizh=0.935 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HSBA.L: wilcoxon_stat=94.000, wilcoxon_p=0.190 mannwhitneyu_stat=197.500, mannwhitneyu_p=0.072 wilcoxon_stat_rost=197.500, wilcoxon_p_rost=0.072 mannwhitneyu_stat_rost=197.500, mannwhitneyu_p_rost=0.072 wilcoxon_stat_snizh=197.500, wilcoxon_p_snizh=0.931 mannwhitneyu_stat_snizh=197.500, mannwhitneyu_p_snizh=0.931 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HTG.L: wilcoxon_stat=100.000, wilcoxon_p=0.259 mannwhitneyu_stat=207.500, mannwhitneyu_p=0.107 wilcoxon_stat_rost=207.500, wilcoxon_p_rost=0.107 mannwhitneyu_stat_rost=207.500, mannwhitneyu_p_rost=0.107 wilcoxon_stat_snizh=207.500, wilcoxon_p_snizh=0.897 mannwhitneyu_stat_snizh=207.500, mannwhitneyu_p_snizh=0.897 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== IBST.L: wilcoxon_stat=84.000, wilcoxon_p=0.105 mannwhitneyu_stat=201.000, mannwhitneyu_p=0.083 wilcoxon_stat_rost=201.000, wilcoxon_p_rost=0.083 mannwhitneyu_stat_rost=201.000, mannwhitneyu_p_rost=0.083 wilcoxon_stat_snizh=201.000, wilcoxon_p_snizh=0.920 mannwhitneyu_stat_snizh=201.000, mannwhitneyu_p_snizh=0.920 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== IGG.L: wilcoxon_stat=126.000, wilcoxon_p=0.731 mannwhitneyu_stat=239.000, mannwhitneyu_p=0.291 wilcoxon_stat_rost=239.000, wilcoxon_p_rost=0.291 mannwhitneyu_stat_rost=239.000, mannwhitneyu_p_rost=0.291 wilcoxon_stat_snizh=239.000, wilcoxon_p_snizh=0.716 mannwhitneyu_stat_snizh=239.000, mannwhitneyu_p_snizh=0.716 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== IMI.L: wilcoxon_stat=111.000, wilcoxon_p=0.427 mannwhitneyu_stat=237.000, mannwhitneyu_p=0.277 wilcoxon_stat_rost=237.000, wilcoxon_p_rost=0.277 mannwhitneyu_stat_rost=237.000, mannwhitneyu_p_rost=0.277 wilcoxon_stat_snizh=237.000, wilcoxon_p_snizh=0.731 mannwhitneyu_stat_snizh=237.000, mannwhitneyu_p_snizh=0.731 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== IMB.L: wilcoxon_stat=112.000, wilcoxon_p=0.445 mannwhitneyu_stat=250.000, mannwhitneyu_p=0.379 wilcoxon_stat_rost=250.000, wilcoxon_p_rost=0.379 mannwhitneyu_stat_rost=250.000, mannwhitneyu_p_rost=0.379 wilcoxon_stat_snizh=250.000, wilcoxon_p_snizh=0.629 mannwhitneyu_stat_snizh=250.000, mannwhitneyu_p_snizh=0.629 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== INCH.L: wilcoxon_stat=92.000, wilcoxon_p=0.170 mannwhitneyu_stat=212.000, mannwhitneyu_p=0.127 wilcoxon_stat_rost=212.000, wilcoxon_p_rost=0.127 mannwhitneyu_stat_rost=212.000, mannwhitneyu_p_rost=0.127 wilcoxon_stat_snizh=212.000, wilcoxon_p_snizh=0.878 mannwhitneyu_stat_snizh=212.000, mannwhitneyu_p_snizh=0.878 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== INDV.L: wilcoxon_stat=123.000, wilcoxon_p=0.665 mannwhitneyu_stat=250.000, mannwhitneyu_p=0.379 wilcoxon_stat_rost=250.000, wilcoxon_p_rost=0.379 mannwhitneyu_stat_rost=250.000, mannwhitneyu_p_rost=0.379 wilcoxon_stat_snizh=250.000, wilcoxon_p_snizh=0.629 mannwhitneyu_stat_snizh=250.000, mannwhitneyu_p_snizh=0.629 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== INF.L: wilcoxon_stat=75.000, wilcoxon_p=0.056 mannwhitneyu_stat=175.000, mannwhitneyu_p=0.025 wilcoxon_stat_rost=175.000, wilcoxon_p_rost=0.025 mannwhitneyu_stat_rost=175.000, mannwhitneyu_p_rost=0.025 wilcoxon_stat_snizh=175.000, wilcoxon_p_snizh=0.976 mannwhitneyu_stat_snizh=175.000, mannwhitneyu_p_snizh=0.976 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ICP.L: wilcoxon_stat=98.000, wilcoxon_p=0.234 mannwhitneyu_stat=201.000, mannwhitneyu_p=0.083 wilcoxon_stat_rost=201.000, wilcoxon_p_rost=0.083 mannwhitneyu_stat_rost=201.000, mannwhitneyu_p_rost=0.083 wilcoxon_stat_snizh=201.000, wilcoxon_p_snizh=0.920 mannwhitneyu_stat_snizh=201.000, mannwhitneyu_p_snizh=0.920 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== IHG.L: wilcoxon_stat=97.000, wilcoxon_p=0.223 mannwhitneyu_stat=171.000, mannwhitneyu_p=0.021 wilcoxon_stat_rost=171.000, wilcoxon_p_rost=0.021 mannwhitneyu_stat_rost=171.000, mannwhitneyu_p_rost=0.021 wilcoxon_stat_snizh=171.000, wilcoxon_p_snizh=0.981 mannwhitneyu_stat_snizh=171.000, mannwhitneyu_p_snizh=0.981 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ITRK.L: wilcoxon_stat=107.000, wilcoxon_p=0.360 mannwhitneyu_stat=219.000, mannwhitneyu_p=0.161 wilcoxon_stat_rost=219.000, wilcoxon_p_rost=0.161 mannwhitneyu_stat_rost=219.000, mannwhitneyu_p_rost=0.161 wilcoxon_stat_snizh=219.000, wilcoxon_p_snizh=0.844 mannwhitneyu_stat_snizh=219.000, mannwhitneyu_p_snizh=0.844 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== IHP.L: wilcoxon_stat=97.000, wilcoxon_p=0.223 mannwhitneyu_stat=176.000, mannwhitneyu_p=0.027 wilcoxon_stat_rost=176.000, wilcoxon_p_rost=0.027 mannwhitneyu_stat_rost=176.000, mannwhitneyu_p_rost=0.027 wilcoxon_stat_snizh=176.000, wilcoxon_p_snizh=0.975 mannwhitneyu_stat_snizh=176.000, mannwhitneyu_p_snizh=0.975 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== IAG.L: wilcoxon_stat=90.000, wilcoxon_p=0.151 mannwhitneyu_stat=196.000, mannwhitneyu_p=0.068 wilcoxon_stat_rost=196.000, wilcoxon_p_rost=0.068 mannwhitneyu_stat_rost=196.000, mannwhitneyu_p_rost=0.068 wilcoxon_stat_snizh=196.000, wilcoxon_p_snizh=0.935 mannwhitneyu_stat_snizh=196.000, mannwhitneyu_p_snizh=0.935 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== INPP.L: wilcoxon_stat=110.000, wilcoxon_p=0.410 mannwhitneyu_stat=219.000, mannwhitneyu_p=0.161 wilcoxon_stat_rost=219.000, wilcoxon_p_rost=0.161 mannwhitneyu_stat_rost=219.000, mannwhitneyu_p_rost=0.161 wilcoxon_stat_snizh=219.000, wilcoxon_p_snizh=0.844 mannwhitneyu_stat_snizh=219.000, mannwhitneyu_p_snizh=0.844 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== INVP.L: wilcoxon_stat=79.000, wilcoxon_p=0.075 mannwhitneyu_stat=204.000, mannwhitneyu_p=0.094 wilcoxon_stat_rost=204.000, wilcoxon_p_rost=0.094 mannwhitneyu_stat_rost=204.000, mannwhitneyu_p_rost=0.094 wilcoxon_stat_snizh=204.000, wilcoxon_p_snizh=0.910 mannwhitneyu_stat_snizh=204.000, mannwhitneyu_p_snizh=0.910 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxo_rostn probably different distributions mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== IPO.L: wilcoxon_stat=87.000, wilcoxon_p=0.126 mannwhitneyu_stat=197.500, mannwhitneyu_p=0.072 wilcoxon_stat_rost=197.500, wilcoxon_p_rost=0.072 mannwhitneyu_stat_rost=197.500, mannwhitneyu_p_rost=0.072 wilcoxon_stat_snizh=197.500, wilcoxon_p_snizh=0.931 mannwhitneyu_stat_snizh=197.500, mannwhitneyu_p_snizh=0.931 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ITV.L: wilcoxon_stat=70.000, wilcoxon_p=0.038 mannwhitneyu_stat=167.000, mannwhitneyu_p=0.017 wilcoxon_stat_rost=167.000, wilcoxon_p_rost=0.017 mannwhitneyu_stat_rost=167.000, mannwhitneyu_p_rost=0.017 wilcoxon_stat_snizh=167.000, wilcoxon_p_snizh=0.984 mannwhitneyu_stat_snizh=167.000, mannwhitneyu_p_snizh=0.984 wilcoxon probably different distributions mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== IWG.L: wilcoxon_stat=111.000, wilcoxon_p=0.427 mannwhitneyu_stat=210.000, mannwhitneyu_p=0.118 wilcoxon_stat_rost=210.000, wilcoxon_p_rost=0.118 mannwhitneyu_stat_rost=210.000, mannwhitneyu_p_rost=0.118 wilcoxon_stat_snizh=210.000, wilcoxon_p_snizh=0.887 mannwhitneyu_stat_snizh=210.000, mannwhitneyu_p_snizh=0.887 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== JD.L: wilcoxon_stat=86.000, wilcoxon_p=0.119 mannwhitneyu_stat=143.000, mannwhitneyu_p=0.004 wilcoxon_stat_rost=143.000, wilcoxon_p_rost=0.004 mannwhitneyu_stat_rost=143.000, mannwhitneyu_p_rost=0.004 wilcoxon_stat_snizh=143.000, wilcoxon_p_snizh=0.996 mannwhitneyu_stat_snizh=143.000, mannwhitneyu_p_snizh=0.996 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== JMAT.L: wilcoxon_stat=90.000, wilcoxon_p=0.151 mannwhitneyu_stat=218.000, mannwhitneyu_p=0.156 wilcoxon_stat_rost=218.000, wilcoxon_p_rost=0.156 mannwhitneyu_stat_rost=218.000, mannwhitneyu_p_rost=0.156 wilcoxon_stat_snizh=218.000, wilcoxon_p_snizh=0.849 mannwhitneyu_stat_snizh=218.000, mannwhitneyu_p_snizh=0.849 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== JII.L: wilcoxon_stat=97.000, wilcoxon_p=0.223 mannwhitneyu_stat=218.000, mannwhitneyu_p=0.156 wilcoxon_stat_rost=218.000, wilcoxon_p_rost=0.156 mannwhitneyu_stat_rost=218.000, mannwhitneyu_p_rost=0.156 wilcoxon_stat_snizh=218.000, wilcoxon_p_snizh=0.849 mannwhitneyu_stat_snizh=218.000, mannwhitneyu_p_snizh=0.849 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== JAM.L: wilcoxon_stat=132.500, wilcoxon_p=0.870 mannwhitneyu_stat=255.000, mannwhitneyu_p=0.422 wilcoxon_stat_rost=255.000, wilcoxon_p_rost=0.422 mannwhitneyu_stat_rost=255.000, mannwhitneyu_p_rost=0.422 wilcoxon_stat_snizh=255.000, wilcoxon_p_snizh=0.587 mannwhitneyu_stat_snizh=255.000, mannwhitneyu_p_snizh=0.587 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== JMG.L: wilcoxon_stat=127.000, wilcoxon_p=0.754 mannwhitneyu_stat=263.000, mannwhitneyu_p=0.491 wilcoxon_stat_rost=266.000, wilcoxon_p_rost=0.518 mannwhitneyu_stat_rost=266.000, mannwhitneyu_p_rost=0.518 wilcoxon_stat_snizh=266.000, wilcoxon_p_snizh=0.491 mannwhitneyu_stat_snizh=266.000, mannwhitneyu_p_snizh=0.491 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== JFJ.L: wilcoxon_stat=137.000, wilcoxon_p=0.988 mannwhitneyu_stat=247.000, mannwhitneyu_p=0.354 wilcoxon_stat_rost=282.000, wilcoxon_p_rost=0.654 mannwhitneyu_stat_rost=282.000, mannwhitneyu_p_rost=0.654 wilcoxon_stat_snizh=282.000, wilcoxon_p_snizh=0.354 mannwhitneyu_stat_snizh=282.000, mannwhitneyu_p_snizh=0.354 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== JUP.L: wilcoxon_stat=78.000, wilcoxon_p=0.070 mannwhitneyu_stat=159.500, mannwhitneyu_p=0.011 wilcoxon_stat_rost=159.500, wilcoxon_p_rost=0.011 mannwhitneyu_stat_rost=159.500, mannwhitneyu_p_rost=0.011 wilcoxon_stat_snizh=159.500, wilcoxon_p_snizh=0.990 mannwhitneyu_stat_snizh=159.500, mannwhitneyu_p_snizh=0.990 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== JUST.L: wilcoxon_stat=85.000, wilcoxon_p=0.111 mannwhitneyu_stat=168.000, mannwhitneyu_p=0.017 wilcoxon_stat_rost=168.000, wilcoxon_p_rost=0.017 mannwhitneyu_stat_rost=168.000, mannwhitneyu_p_rost=0.017 wilcoxon_stat_snizh=168.000, wilcoxon_p_snizh=0.983 mannwhitneyu_stat_snizh=168.000, mannwhitneyu_p_snizh=0.983 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== KLR.L: wilcoxon_stat=108.000, wilcoxon_p=0.377 mannwhitneyu_stat=230.000, mannwhitneyu_p=0.228 wilcoxon_stat_rost=230.000, wilcoxon_p_rost=0.228 mannwhitneyu_stat_rost=230.000, mannwhitneyu_p_rost=0.228 wilcoxon_stat_snizh=230.000, wilcoxon_p_snizh=0.779 mannwhitneyu_stat_snizh=230.000, mannwhitneyu_p_snizh=0.779 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== KIE.L: wilcoxon_stat=100.000, wilcoxon_p=0.259 mannwhitneyu_stat=202.000, mannwhitneyu_p=0.087 wilcoxon_stat_rost=202.000, wilcoxon_p_rost=0.087 mannwhitneyu_stat_rost=202.000, mannwhitneyu_p_rost=0.087 wilcoxon_stat_snizh=202.000, wilcoxon_p_snizh=0.917 mannwhitneyu_stat_snizh=202.000, mannwhitneyu_p_snizh=0.917 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== KGF.L: wilcoxon_stat=77.000, wilcoxon_p=0.065 mannwhitneyu_stat=178.000, mannwhitneyu_p=0.029 wilcoxon_stat_rost=178.000, wilcoxon_p_rost=0.029 mannwhitneyu_stat_rost=178.000, mannwhitneyu_p_rost=0.029 wilcoxon_stat_snizh=178.000, wilcoxon_p_snizh=0.972 mannwhitneyu_stat_snizh=178.000, mannwhitneyu_p_snizh=0.972 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== LRE.L: wilcoxon_stat=92.000, wilcoxon_p=0.170 mannwhitneyu_stat=192.000, mannwhitneyu_p=0.057 wilcoxon_stat_rost=192.000, wilcoxon_p_rost=0.057 mannwhitneyu_stat_rost=192.000, mannwhitneyu_p_rost=0.057 wilcoxon_stat_snizh=192.000, wilcoxon_p_snizh=0.946 mannwhitneyu_stat_snizh=192.000, mannwhitneyu_p_snizh=0.946 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== LAND.L: wilcoxon_stat=63.000, wilcoxon_p=0.021 mannwhitneyu_stat=163.000, mannwhitneyu_p=0.013 wilcoxon_stat_rost=163.000, wilcoxon_p_rost=0.013 mannwhitneyu_stat_rost=163.000, mannwhitneyu_p_rost=0.013 wilcoxon_stat_snizh=163.000, wilcoxon_p_snizh=0.987 mannwhitneyu_stat_snizh=163.000, mannwhitneyu_p_snizh=0.987 wilcoxon probably different distributions mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== LGEN.L: wilcoxon_stat=99.000, wilcoxon_p=0.247 mannwhitneyu_stat=213.000, mannwhitneyu_p=0.131 wilcoxon_stat_rost=213.000, wilcoxon_p_rost=0.131 mannwhitneyu_stat_rost=213.000, mannwhitneyu_p_rost=0.131 wilcoxon_stat_snizh=213.000, wilcoxon_p_snizh=0.873 mannwhitneyu_stat_snizh=213.000, mannwhitneyu_p_snizh=0.873 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== LLOY.L: wilcoxon_stat=71.000, wilcoxon_p=0.042 mannwhitneyu_stat=158.000, mannwhitneyu_p=0.010 wilcoxon_stat_rost=158.000, wilcoxon_p_rost=0.010 mannwhitneyu_stat_rost=158.000, mannwhitneyu_p_rost=0.010 wilcoxon_stat_snizh=158.000, wilcoxon_p_snizh=0.991 mannwhitneyu_stat_snizh=158.000, mannwhitneyu_p_snizh=0.991 wilcoxon probably different distributions mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== LMP.L: wilcoxon_stat=114.000, wilcoxon_p=0.482 mannwhitneyu_stat=236.000, mannwhitneyu_p=0.269 wilcoxon_stat_rost=236.000, wilcoxon_p_rost=0.269 mannwhitneyu_stat_rost=236.000, mannwhitneyu_p_rost=0.269 wilcoxon_stat_snizh=236.000, wilcoxon_p_snizh=0.738 mannwhitneyu_stat_snizh=236.000, mannwhitneyu_p_snizh=0.738 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== EMG.L: wilcoxon_stat=114.000, wilcoxon_p=0.482 mannwhitneyu_stat=214.000, mannwhitneyu_p=0.136 wilcoxon_stat_rost=214.000, wilcoxon_p_rost=0.136 mannwhitneyu_stat_rost=214.000, mannwhitneyu_p_rost=0.136 wilcoxon_stat_snizh=214.000, wilcoxon_p_snizh=0.869 mannwhitneyu_stat_snizh=214.000, mannwhitneyu_p_snizh=0.869 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MKS.L: wilcoxon_stat=87.000, wilcoxon_p=0.126 mannwhitneyu_stat=175.000, mannwhitneyu_p=0.025 wilcoxon_stat_rost=175.000, wilcoxon_p_rost=0.025 mannwhitneyu_stat_rost=175.000, mannwhitneyu_p_rost=0.025 wilcoxon_stat_snizh=175.000, wilcoxon_p_snizh=0.976 mannwhitneyu_stat_snizh=175.000, mannwhitneyu_p_snizh=0.976 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MSLH.L: wilcoxon_stat=114.000, wilcoxon_p=0.482 mannwhitneyu_stat=225.000, mannwhitneyu_p=0.196 wilcoxon_stat_rost=225.000, wilcoxon_p_rost=0.196 mannwhitneyu_stat_rost=225.000, mannwhitneyu_p_rost=0.196 wilcoxon_stat_snizh=225.000, wilcoxon_p_snizh=0.810 mannwhitneyu_stat_snizh=225.000, mannwhitneyu_p_snizh=0.810 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MDC.L: wilcoxon_stat=122.000, wilcoxon_p=0.643 mannwhitneyu_stat=256.000, mannwhitneyu_p=0.430 wilcoxon_stat_rost=256.000, wilcoxon_p_rost=0.430 mannwhitneyu_stat_rost=256.000, mannwhitneyu_p_rost=0.430 wilcoxon_stat_snizh=256.000, wilcoxon_p_snizh=0.578 mannwhitneyu_stat_snizh=256.000, mannwhitneyu_p_snizh=0.578 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MGGT.L: wilcoxon_stat=88.000, wilcoxon_p=0.134 mannwhitneyu_stat=175.000, mannwhitneyu_p=0.025 wilcoxon_stat_rost=175.000, wilcoxon_p_rost=0.025 mannwhitneyu_stat_rost=175.000, mannwhitneyu_p_rost=0.025 wilcoxon_stat_snizh=175.000, wilcoxon_p_snizh=0.976 mannwhitneyu_stat_snizh=175.000, mannwhitneyu_p_snizh=0.976 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MRO.L: wilcoxon_stat=56.000, wilcoxon_p=0.011 mannwhitneyu_stat=145.000, mannwhitneyu_p=0.004 wilcoxon_stat_rost=145.000, wilcoxon_p_rost=0.004 mannwhitneyu_stat_rost=145.000, mannwhitneyu_p_rost=0.004 wilcoxon_stat_snizh=145.000, wilcoxon_p_snizh=0.996 mannwhitneyu_stat_snizh=145.000, mannwhitneyu_p_snizh=0.996 wilcoxon probably different distributions mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MRC.L: wilcoxon_stat=89.000, wilcoxon_p=0.142 mannwhitneyu_stat=166.500, mannwhitneyu_p=0.016 wilcoxon_stat_rost=166.500, wilcoxon_p_rost=0.016 mannwhitneyu_stat_rost=166.500, mannwhitneyu_p_rost=0.016 wilcoxon_stat_snizh=166.500, wilcoxon_p_snizh=0.985 mannwhitneyu_stat_snizh=166.500, mannwhitneyu_p_snizh=0.985 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MTRO.L: wilcoxon_stat=103.000, wilcoxon_p=0.300 mannwhitneyu_stat=198.000, mannwhitneyu_p=0.074 wilcoxon_stat_rost=198.000, wilcoxon_p_rost=0.074 mannwhitneyu_stat_rost=198.000, mannwhitneyu_p_rost=0.074 wilcoxon_stat_snizh=198.000, wilcoxon_p_snizh=0.929 mannwhitneyu_stat_snizh=198.000, mannwhitneyu_p_snizh=0.929 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MCRO.L: wilcoxon_stat=87.000, wilcoxon_p=0.126 mannwhitneyu_stat=204.000, mannwhitneyu_p=0.094 wilcoxon_stat_rost=204.000, wilcoxon_p_rost=0.094 mannwhitneyu_stat_rost=204.000, mannwhitneyu_p_rost=0.094 wilcoxon_stat_snizh=204.000, wilcoxon_p_snizh=0.910 mannwhitneyu_stat_snizh=204.000, mannwhitneyu_p_snizh=0.910 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MAB.L: wilcoxon_stat=107.000, wilcoxon_p=0.360 mannwhitneyu_stat=206.000, mannwhitneyu_p=0.101 wilcoxon_stat_rost=206.000, wilcoxon_p_rost=0.101 mannwhitneyu_stat_rost=206.000, mannwhitneyu_p_rost=0.101 wilcoxon_stat_snizh=206.000, wilcoxon_p_snizh=0.903 mannwhitneyu_stat_snizh=206.000, mannwhitneyu_p_snizh=0.903 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MNDI.L: wilcoxon_stat=114.000, wilcoxon_p=0.482 mannwhitneyu_stat=248.000, mannwhitneyu_p=0.363 wilcoxon_stat_rost=248.000, wilcoxon_p_rost=0.363 mannwhitneyu_stat_rost=248.000, mannwhitneyu_p_rost=0.363 wilcoxon_stat_snizh=248.000, wilcoxon_p_snizh=0.646 mannwhitneyu_stat_snizh=248.000, mannwhitneyu_p_snizh=0.646 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MONY.L: wilcoxon_stat=132.000, wilcoxon_p=0.870 mannwhitneyu_stat=244.000, mannwhitneyu_p=0.330 wilcoxon_stat_rost=285.000, wilcoxon_p_rost=0.678 mannwhitneyu_stat_rost=285.000, mannwhitneyu_p_rost=0.678 wilcoxon_stat_snizh=285.000, wilcoxon_p_snizh=0.330 mannwhitneyu_stat_snizh=285.000, mannwhitneyu_p_snizh=0.330 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MNKS.L: wilcoxon_stat=125.000, wilcoxon_p=0.709 mannwhitneyu_stat=252.500, mannwhitneyu_p=0.400 wilcoxon_stat_rost=252.500, wilcoxon_p_rost=0.400 mannwhitneyu_stat_rost=252.500, mannwhitneyu_p_rost=0.400 wilcoxon_stat_snizh=252.500, wilcoxon_p_snizh=0.608 mannwhitneyu_stat_snizh=252.500, mannwhitneyu_p_snizh=0.608 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MGAM.L: wilcoxon_stat=79.000, wilcoxon_p=0.075 mannwhitneyu_stat=184.000, mannwhitneyu_p=0.039 wilcoxon_stat_rost=184.000, wilcoxon_p_rost=0.039 mannwhitneyu_stat_rost=184.000, mannwhitneyu_p_rost=0.039 wilcoxon_stat_snizh=184.000, wilcoxon_p_snizh=0.962 mannwhitneyu_stat_snizh=184.000, mannwhitneyu_p_snizh=0.962 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MYI.L: wilcoxon_stat=85.000, wilcoxon_p=0.111 mannwhitneyu_stat=188.000, mannwhitneyu_p=0.047 wilcoxon_stat_rost=188.000, wilcoxon_p_rost=0.047 mannwhitneyu_stat_rost=188.000, mannwhitneyu_p_rost=0.047 wilcoxon_stat_snizh=188.000, wilcoxon_p_snizh=0.955 mannwhitneyu_stat_snizh=188.000, mannwhitneyu_p_snizh=0.955 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== NEX.L: wilcoxon_stat=108.000, wilcoxon_p=0.377 mannwhitneyu_stat=181.000, mannwhitneyu_p=0.034 wilcoxon_stat_rost=181.000, wilcoxon_p_rost=0.034 mannwhitneyu_stat_rost=181.000, mannwhitneyu_p_rost=0.034 wilcoxon_stat_snizh=181.000, wilcoxon_p_snizh=0.968 mannwhitneyu_stat_snizh=181.000, mannwhitneyu_p_snizh=0.968 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== NG.L: wilcoxon_stat=112.000, wilcoxon_p=0.445 mannwhitneyu_stat=216.000, mannwhitneyu_p=0.146 wilcoxon_stat_rost=216.000, wilcoxon_p_rost=0.146 mannwhitneyu_stat_rost=216.000, mannwhitneyu_p_rost=0.146 wilcoxon_stat_snizh=216.000, wilcoxon_p_snizh=0.859 mannwhitneyu_stat_snizh=216.000, mannwhitneyu_p_snizh=0.859 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== NRR.L: wilcoxon_stat=69.000, wilcoxon_p=0.035 mannwhitneyu_stat=212.000, mannwhitneyu_p=0.127 wilcoxon_stat_rost=212.000, wilcoxon_p_rost=0.127 mannwhitneyu_stat_rost=212.000, mannwhitneyu_p_rost=0.127 wilcoxon_stat_snizh=212.000, wilcoxon_p_snizh=0.878 mannwhitneyu_stat_snizh=212.000, mannwhitneyu_p_snizh=0.878 wilcoxon probably different distributions mannwhitneyu probably the same distribution wilcoxo_rostn probably different distributions mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== NXT.L: wilcoxon_stat=84.000, wilcoxon_p=0.105 mannwhitneyu_stat=212.000, mannwhitneyu_p=0.127 wilcoxon_stat_rost=212.000, wilcoxon_p_rost=0.127 mannwhitneyu_stat_rost=212.000, mannwhitneyu_p_rost=0.127 wilcoxon_stat_snizh=212.000, wilcoxon_p_snizh=0.878 mannwhitneyu_stat_snizh=212.000, mannwhitneyu_p_snizh=0.878 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== OCDO.L: wilcoxon_stat=121.000, wilcoxon_p=0.622 mannwhitneyu_stat=263.000, mannwhitneyu_p=0.491 wilcoxon_stat_rost=266.000, wilcoxon_p_rost=0.518 mannwhitneyu_stat_rost=266.000, mannwhitneyu_p_rost=0.518 wilcoxon_stat_snizh=266.000, wilcoxon_p_snizh=0.491 mannwhitneyu_stat_snizh=266.000, mannwhitneyu_p_snizh=0.491 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== OTB.L: wilcoxon_stat=102.000, wilcoxon_p=0.286 mannwhitneyu_stat=197.000, mannwhitneyu_p=0.071 wilcoxon_stat_rost=197.000, wilcoxon_p_rost=0.071 mannwhitneyu_stat_rost=197.000, mannwhitneyu_p_rost=0.071 wilcoxon_stat_snizh=197.000, wilcoxon_p_snizh=0.932 mannwhitneyu_stat_snizh=197.000, mannwhitneyu_p_snizh=0.932 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== OSB.L: wilcoxon_stat=93.000, wilcoxon_p=0.179 mannwhitneyu_stat=192.000, mannwhitneyu_p=0.057 wilcoxon_stat_rost=192.000, wilcoxon_p_rost=0.057 mannwhitneyu_stat_rost=192.000, mannwhitneyu_p_rost=0.057 wilcoxon_stat_snizh=192.000, wilcoxon_p_snizh=0.946 mannwhitneyu_stat_snizh=192.000, mannwhitneyu_p_snizh=0.946 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PAGE.L: wilcoxon_stat=129.000, wilcoxon_p=0.800 mannwhitneyu_stat=251.000, mannwhitneyu_p=0.388 wilcoxon_stat_rost=251.000, wilcoxon_p_rost=0.388 mannwhitneyu_stat_rost=251.000, mannwhitneyu_p_rost=0.388 wilcoxon_stat_snizh=251.000, wilcoxon_p_snizh=0.621 mannwhitneyu_stat_snizh=251.000, mannwhitneyu_p_snizh=0.621 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PIN.L: wilcoxon_stat=126.000, wilcoxon_p=0.731 mannwhitneyu_stat=254.000, mannwhitneyu_p=0.413 wilcoxon_stat_rost=254.000, wilcoxon_p_rost=0.413 mannwhitneyu_stat_rost=254.000, mannwhitneyu_p_rost=0.413 wilcoxon_stat_snizh=254.000, wilcoxon_p_snizh=0.595 mannwhitneyu_stat_snizh=254.000, mannwhitneyu_p_snizh=0.595 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PAG.L: wilcoxon_stat=90.000, wilcoxon_p=0.151 mannwhitneyu_stat=207.000, mannwhitneyu_p=0.105 wilcoxon_stat_rost=207.000, wilcoxon_p_rost=0.105 mannwhitneyu_stat_rost=207.000, mannwhitneyu_p_rost=0.105 wilcoxon_stat_snizh=207.000, wilcoxon_p_snizh=0.899 mannwhitneyu_stat_snizh=207.000, mannwhitneyu_p_snizh=0.899 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PSON.L: wilcoxon_stat=128.000, wilcoxon_p=0.777 mannwhitneyu_stat=259.000, mannwhitneyu_p=0.456 wilcoxon_stat_rost=259.000, wilcoxon_p_rost=0.456 mannwhitneyu_stat_rost=259.000, mannwhitneyu_p_rost=0.456 wilcoxon_stat_snizh=259.000, wilcoxon_p_snizh=0.552 mannwhitneyu_stat_snizh=259.000, mannwhitneyu_p_snizh=0.552 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PNN.L: wilcoxon_stat=119.000, wilcoxon_p=0.580 mannwhitneyu_stat=223.000, mannwhitneyu_p=0.184 wilcoxon_stat_rost=223.000, wilcoxon_p_rost=0.184 mannwhitneyu_stat_rost=223.000, mannwhitneyu_p_rost=0.184 wilcoxon_stat_snizh=223.000, wilcoxon_p_snizh=0.822 mannwhitneyu_stat_snizh=223.000, mannwhitneyu_p_snizh=0.822 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PSH.L: wilcoxon_stat=130.000, wilcoxon_p=0.823 mannwhitneyu_stat=254.000, mannwhitneyu_p=0.413 wilcoxon_stat_rost=254.000, wilcoxon_p_rost=0.413 mannwhitneyu_stat_rost=254.000, mannwhitneyu_p_rost=0.413 wilcoxon_stat_snizh=254.000, wilcoxon_p_snizh=0.595 mannwhitneyu_stat_snizh=254.000, mannwhitneyu_p_snizh=0.595 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PSN.L: wilcoxon_stat=78.000, wilcoxon_p=0.070 mannwhitneyu_stat=174.000, mannwhitneyu_p=0.024 wilcoxon_stat_rost=174.000, wilcoxon_p_rost=0.024 mannwhitneyu_stat_rost=174.000, mannwhitneyu_p_rost=0.024 wilcoxon_stat_snizh=174.000, wilcoxon_p_snizh=0.977 mannwhitneyu_stat_snizh=174.000, mannwhitneyu_p_snizh=0.977 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PNL.L: wilcoxon_stat=126.000, wilcoxon_p=0.731 mannwhitneyu_stat=251.500, mannwhitneyu_p=0.392 wilcoxon_stat_rost=251.500, wilcoxon_p_rost=0.392 mannwhitneyu_stat_rost=251.500, mannwhitneyu_p_rost=0.392 wilcoxon_stat_snizh=251.500, wilcoxon_p_snizh=0.617 mannwhitneyu_stat_snizh=251.500, mannwhitneyu_p_snizh=0.617 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PFC.L: wilcoxon_stat=127.000, wilcoxon_p=0.754 mannwhitneyu_stat=234.000, mannwhitneyu_p=0.255 wilcoxon_stat_rost=234.000, wilcoxon_p_rost=0.255 mannwhitneyu_stat_rost=234.000, mannwhitneyu_p_rost=0.255 wilcoxon_stat_snizh=234.000, wilcoxon_p_snizh=0.752 mannwhitneyu_stat_snizh=234.000, mannwhitneyu_p_snizh=0.752 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PHNX.L: wilcoxon_stat=98.000, wilcoxon_p=0.234 mannwhitneyu_stat=208.000, mannwhitneyu_p=0.109 wilcoxon_stat_rost=208.000, wilcoxon_p_rost=0.109 mannwhitneyu_stat_rost=208.000, mannwhitneyu_p_rost=0.109 wilcoxon_stat_snizh=208.000, wilcoxon_p_snizh=0.895 mannwhitneyu_stat_snizh=208.000, mannwhitneyu_p_snizh=0.895 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PTEC.L: wilcoxon_stat=96.000, wilcoxon_p=0.211 mannwhitneyu_stat=203.000, mannwhitneyu_p=0.090 wilcoxon_stat_rost=203.000, wilcoxon_p_rost=0.090 mannwhitneyu_stat_rost=203.000, mannwhitneyu_p_rost=0.090 wilcoxon_stat_snizh=203.000, wilcoxon_p_snizh=0.913 mannwhitneyu_stat_snizh=203.000, mannwhitneyu_p_snizh=0.913 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PLUS.L: wilcoxon_stat=135.000, wilcoxon_p=0.941 mannwhitneyu_stat=244.000, mannwhitneyu_p=0.330 wilcoxon_stat_rost=244.000, wilcoxon_p_rost=0.330 mannwhitneyu_stat_rost=244.000, mannwhitneyu_p_rost=0.330 wilcoxon_stat_snizh=244.000, wilcoxon_p_snizh=0.678 mannwhitneyu_stat_snizh=244.000, mannwhitneyu_p_snizh=0.678 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PCT.L: wilcoxon_stat=127.000, wilcoxon_p=0.754 mannwhitneyu_stat=258.000, mannwhitneyu_p=0.448 wilcoxon_stat_rost=271.000, wilcoxon_p_rost=0.561 mannwhitneyu_stat_rost=271.000, mannwhitneyu_p_rost=0.561 wilcoxon_stat_snizh=271.000, wilcoxon_p_snizh=0.448 mannwhitneyu_stat_snizh=271.000, mannwhitneyu_p_snizh=0.448 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== POLY.L: wilcoxon_stat=122.000, wilcoxon_p=0.643 mannwhitneyu_stat=235.000, mannwhitneyu_p=0.262 wilcoxon_stat_rost=294.000, wilcoxon_p_rost=0.745 mannwhitneyu_stat_rost=294.000, mannwhitneyu_p_rost=0.745 wilcoxon_stat_snizh=294.000, wilcoxon_p_snizh=0.262 mannwhitneyu_stat_snizh=294.000, mannwhitneyu_p_snizh=0.262 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PHP.L: wilcoxon_stat=119.000, wilcoxon_p=0.580 mannwhitneyu_stat=224.000, mannwhitneyu_p=0.190 wilcoxon_stat_rost=305.000, wilcoxon_p_rost=0.816 mannwhitneyu_stat_rost=305.000, mannwhitneyu_p_rost=0.816 wilcoxon_stat_snizh=305.000, wilcoxon_p_snizh=0.190 mannwhitneyu_stat_snizh=305.000, mannwhitneyu_p_snizh=0.190 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PFG.L: wilcoxon_stat=97.000, wilcoxon_p=0.223 mannwhitneyu_stat=178.000, mannwhitneyu_p=0.029 wilcoxon_stat_rost=178.000, wilcoxon_p_rost=0.029 mannwhitneyu_stat_rost=178.000, mannwhitneyu_p_rost=0.029 wilcoxon_stat_snizh=178.000, wilcoxon_p_snizh=0.972 mannwhitneyu_stat_snizh=178.000, mannwhitneyu_p_snizh=0.972 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PRU.L: wilcoxon_stat=99.000, wilcoxon_p=0.247 mannwhitneyu_stat=206.000, mannwhitneyu_p=0.101 wilcoxon_stat_rost=206.000, wilcoxon_p_rost=0.101 mannwhitneyu_stat_rost=206.000, mannwhitneyu_p_rost=0.101 wilcoxon_stat_snizh=206.000, wilcoxon_p_snizh=0.903 mannwhitneyu_stat_snizh=206.000, mannwhitneyu_p_snizh=0.903 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PZC.L: wilcoxon_stat=121.000, wilcoxon_p=0.622 mannwhitneyu_stat=222.000, mannwhitneyu_p=0.178 wilcoxon_stat_rost=222.000, wilcoxon_p_rost=0.178 mannwhitneyu_stat_rost=222.000, mannwhitneyu_p_rost=0.178 wilcoxon_stat_snizh=222.000, wilcoxon_p_snizh=0.828 mannwhitneyu_stat_snizh=222.000, mannwhitneyu_p_snizh=0.828 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== QQ.L: wilcoxon_stat=111.000, wilcoxon_p=0.427 mannwhitneyu_stat=202.000, mannwhitneyu_p=0.087 wilcoxon_stat_rost=202.000, wilcoxon_p_rost=0.087 mannwhitneyu_stat_rost=202.000, mannwhitneyu_p_rost=0.087 wilcoxon_stat_snizh=202.000, wilcoxon_p_snizh=0.917 mannwhitneyu_stat_snizh=202.000, mannwhitneyu_p_snizh=0.917 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== QLT.L: wilcoxon_stat=94.000, wilcoxon_p=0.190 mannwhitneyu_stat=225.000, mannwhitneyu_p=0.196 wilcoxon_stat_rost=225.000, wilcoxon_p_rost=0.196 mannwhitneyu_stat_rost=225.000, mannwhitneyu_p_rost=0.196 wilcoxon_stat_snizh=225.000, wilcoxon_p_snizh=0.810 mannwhitneyu_stat_snizh=225.000, mannwhitneyu_p_snizh=0.810 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== RNK.L: wilcoxon_stat=85.000, wilcoxon_p=0.111 mannwhitneyu_stat=183.000, mannwhitneyu_p=0.038 wilcoxon_stat_rost=183.000, wilcoxon_p_rost=0.038 mannwhitneyu_stat_rost=183.000, mannwhitneyu_p_rost=0.038 wilcoxon_stat_snizh=183.000, wilcoxon_p_snizh=0.964 mannwhitneyu_stat_snizh=183.000, mannwhitneyu_p_snizh=0.964 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== RAT.L: wilcoxon_stat=89.000, wilcoxon_p=0.142 mannwhitneyu_stat=181.000, mannwhitneyu_p=0.034 wilcoxon_stat_rost=181.000, wilcoxon_p_rost=0.034 mannwhitneyu_stat_rost=181.000, mannwhitneyu_p_rost=0.034 wilcoxon_stat_snizh=181.000, wilcoxon_p_snizh=0.968 mannwhitneyu_stat_snizh=181.000, mannwhitneyu_p_snizh=0.968 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== RDW.L: wilcoxon_stat=69.000, wilcoxon_p=0.035 mannwhitneyu_stat=176.000, mannwhitneyu_p=0.027 wilcoxon_stat_rost=176.000, wilcoxon_p_rost=0.027 mannwhitneyu_stat_rost=176.000, mannwhitneyu_p_rost=0.027 wilcoxon_stat_snizh=176.000, wilcoxon_p_snizh=0.975 mannwhitneyu_stat_snizh=176.000, mannwhitneyu_p_snizh=0.975 wilcoxon probably different distributions mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== REL.L: wilcoxon_stat=98.000, wilcoxon_p=0.234 mannwhitneyu_stat=218.000, mannwhitneyu_p=0.156 wilcoxon_stat_rost=218.000, wilcoxon_p_rost=0.156 mannwhitneyu_stat_rost=218.000, mannwhitneyu_p_rost=0.156 wilcoxon_stat_snizh=218.000, wilcoxon_p_snizh=0.849 mannwhitneyu_stat_snizh=218.000, mannwhitneyu_p_snizh=0.849 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TRIG.L: wilcoxon_stat=120.000, wilcoxon_p=0.601 mannwhitneyu_stat=232.000, mannwhitneyu_p=0.241 wilcoxon_stat_rost=232.000, wilcoxon_p_rost=0.241 mannwhitneyu_stat_rost=232.000, mannwhitneyu_p_rost=0.241 wilcoxon_stat_snizh=232.000, wilcoxon_p_snizh=0.766 mannwhitneyu_stat_snizh=232.000, mannwhitneyu_p_snizh=0.766 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== RSW.L: wilcoxon_stat=123.000, wilcoxon_p=0.665 mannwhitneyu_stat=237.000, mannwhitneyu_p=0.277 wilcoxon_stat_rost=237.000, wilcoxon_p_rost=0.277 mannwhitneyu_stat_rost=237.000, mannwhitneyu_p_rost=0.277 wilcoxon_stat_snizh=237.000, wilcoxon_p_snizh=0.731 mannwhitneyu_stat_snizh=237.000, mannwhitneyu_p_snizh=0.731 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== RTO.L: wilcoxon_stat=92.000, wilcoxon_p=0.170 mannwhitneyu_stat=205.000, mannwhitneyu_p=0.097 wilcoxon_stat_rost=205.000, wilcoxon_p_rost=0.097 mannwhitneyu_stat_rost=205.000, mannwhitneyu_p_rost=0.097 wilcoxon_stat_snizh=205.000, wilcoxon_p_snizh=0.906 mannwhitneyu_stat_snizh=205.000, mannwhitneyu_p_snizh=0.906 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== RHIM.L: wilcoxon_stat=96.000, wilcoxon_p=0.211 mannwhitneyu_stat=210.000, mannwhitneyu_p=0.118 wilcoxon_stat_rost=210.000, wilcoxon_p_rost=0.118 mannwhitneyu_stat_rost=210.000, mannwhitneyu_p_rost=0.118 wilcoxon_stat_snizh=210.000, wilcoxon_p_snizh=0.887 mannwhitneyu_stat_snizh=210.000, mannwhitneyu_p_snizh=0.887 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== RMV.L: wilcoxon_stat=102.000, wilcoxon_p=0.286 mannwhitneyu_stat=197.000, mannwhitneyu_p=0.071 wilcoxon_stat_rost=197.000, wilcoxon_p_rost=0.071 mannwhitneyu_stat_rost=197.000, mannwhitneyu_p_rost=0.071 wilcoxon_stat_snizh=197.000, wilcoxon_p_snizh=0.932 mannwhitneyu_stat_snizh=197.000, mannwhitneyu_p_snizh=0.932 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== RIO.L: wilcoxon_stat=112.000, wilcoxon_p=0.445 mannwhitneyu_stat=251.000, mannwhitneyu_p=0.388 wilcoxon_stat_rost=278.000, wilcoxon_p_rost=0.621 mannwhitneyu_stat_rost=278.000, mannwhitneyu_p_rost=0.621 wilcoxon_stat_snizh=278.000, wilcoxon_p_snizh=0.388 mannwhitneyu_stat_snizh=278.000, mannwhitneyu_p_snizh=0.388 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== RCP.L: wilcoxon_stat=98.000, wilcoxon_p=0.234 mannwhitneyu_stat=206.000, mannwhitneyu_p=0.101 wilcoxon_stat_rost=206.000, wilcoxon_p_rost=0.101 mannwhitneyu_stat_rost=206.000, mannwhitneyu_p_rost=0.101 wilcoxon_stat_snizh=206.000, wilcoxon_p_snizh=0.903 mannwhitneyu_stat_snizh=206.000, mannwhitneyu_p_snizh=0.903 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== RSE.L: wilcoxon_stat=86.000, wilcoxon_p=0.119 mannwhitneyu_stat=165.000, mannwhitneyu_p=0.015 wilcoxon_stat_rost=165.000, wilcoxon_p_rost=0.015 mannwhitneyu_stat_rost=165.000, mannwhitneyu_p_rost=0.015 wilcoxon_stat_snizh=165.000, wilcoxon_p_snizh=0.986 mannwhitneyu_stat_snizh=165.000, mannwhitneyu_p_snizh=0.986 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== RR.L: wilcoxon_stat=86.000, wilcoxon_p=0.119 mannwhitneyu_stat=187.000, mannwhitneyu_p=0.045 wilcoxon_stat_rost=187.000, wilcoxon_p_rost=0.045 mannwhitneyu_stat_rost=187.000, mannwhitneyu_p_rost=0.045 wilcoxon_stat_snizh=187.000, wilcoxon_p_snizh=0.957 mannwhitneyu_stat_snizh=187.000, mannwhitneyu_p_snizh=0.957 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ROR.L: wilcoxon_stat=109.000, wilcoxon_p=0.393 mannwhitneyu_stat=203.000, mannwhitneyu_p=0.090 wilcoxon_stat_rost=203.000, wilcoxon_p_rost=0.090 mannwhitneyu_stat_rost=203.000, mannwhitneyu_p_rost=0.090 wilcoxon_stat_snizh=203.000, wilcoxon_p_snizh=0.913 mannwhitneyu_stat_snizh=203.000, mannwhitneyu_p_snizh=0.913 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== RMG.L: wilcoxon_stat=117.000, wilcoxon_p=0.540 mannwhitneyu_stat=252.000, mannwhitneyu_p=0.396 wilcoxon_stat_rost=252.000, wilcoxon_p_rost=0.396 mannwhitneyu_stat_rost=252.000, mannwhitneyu_p_rost=0.396 wilcoxon_stat_snizh=252.000, wilcoxon_p_snizh=0.612 mannwhitneyu_stat_snizh=252.000, mannwhitneyu_p_snizh=0.612 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SAFE.L: wilcoxon_stat=126.000, wilcoxon_p=0.731 mannwhitneyu_stat=238.000, mannwhitneyu_p=0.284 wilcoxon_stat_rost=238.000, wilcoxon_p_rost=0.284 mannwhitneyu_stat_rost=238.000, mannwhitneyu_p_rost=0.284 wilcoxon_stat_snizh=238.000, wilcoxon_p_snizh=0.723 mannwhitneyu_stat_snizh=238.000, mannwhitneyu_p_snizh=0.723 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SAGA.L: wilcoxon_stat=99.000, wilcoxon_p=0.247 mannwhitneyu_stat=203.000, mannwhitneyu_p=0.090 wilcoxon_stat_rost=203.000, wilcoxon_p_rost=0.090 mannwhitneyu_stat_rost=203.000, mannwhitneyu_p_rost=0.090 wilcoxon_stat_snizh=203.000, wilcoxon_p_snizh=0.913 mannwhitneyu_stat_snizh=203.000, mannwhitneyu_p_snizh=0.913 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SGE.L: wilcoxon_stat=97.000, wilcoxon_p=0.223 mannwhitneyu_stat=196.000, mannwhitneyu_p=0.068 wilcoxon_stat_rost=196.000, wilcoxon_p_rost=0.068 mannwhitneyu_stat_rost=196.000, mannwhitneyu_p_rost=0.068 wilcoxon_stat_snizh=196.000, wilcoxon_p_snizh=0.935 mannwhitneyu_stat_snizh=196.000, mannwhitneyu_p_snizh=0.935 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SBRY.L: wilcoxon_stat=121.000, wilcoxon_p=0.622 mannwhitneyu_stat=245.000, mannwhitneyu_p=0.338 wilcoxon_stat_rost=245.000, wilcoxon_p_rost=0.338 mannwhitneyu_stat_rost=245.000, mannwhitneyu_p_rost=0.338 wilcoxon_stat_snizh=245.000, wilcoxon_p_snizh=0.670 mannwhitneyu_stat_snizh=245.000, mannwhitneyu_p_snizh=0.670 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SNN.L: wilcoxon_stat=126.000, wilcoxon_p=0.731 mannwhitneyu_stat=253.000, mannwhitneyu_p=0.405 wilcoxon_stat_rost=253.000, wilcoxon_p_rost=0.405 mannwhitneyu_stat_rost=253.000, mannwhitneyu_p_rost=0.405 wilcoxon_stat_snizh=253.000, wilcoxon_p_snizh=0.604 mannwhitneyu_stat_snizh=253.000, mannwhitneyu_p_snizh=0.604 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SVS.L: wilcoxon_stat=107.000, wilcoxon_p=0.360 mannwhitneyu_stat=244.000, mannwhitneyu_p=0.330 wilcoxon_stat_rost=244.000, wilcoxon_p_rost=0.330 mannwhitneyu_stat_rost=244.000, mannwhitneyu_p_rost=0.330 wilcoxon_stat_snizh=244.000, wilcoxon_p_snizh=0.678 mannwhitneyu_stat_snizh=244.000, mannwhitneyu_p_snizh=0.678 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SDP.L: wilcoxon_stat=133.500, wilcoxon_p=0.893 mannwhitneyu_stat=263.000, mannwhitneyu_p=0.491 wilcoxon_stat_rost=266.000, wilcoxon_p_rost=0.518 mannwhitneyu_stat_rost=266.000, mannwhitneyu_p_rost=0.518 wilcoxon_stat_snizh=266.000, wilcoxon_p_snizh=0.491 mannwhitneyu_stat_snizh=266.000, mannwhitneyu_p_snizh=0.491 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SDR.L: wilcoxon_stat=126.000, wilcoxon_p=0.731 mannwhitneyu_stat=249.000, mannwhitneyu_p=0.371 wilcoxon_stat_rost=249.000, wilcoxon_p_rost=0.371 mannwhitneyu_stat_rost=249.000, mannwhitneyu_p_rost=0.371 wilcoxon_stat_snizh=249.000, wilcoxon_p_snizh=0.637 mannwhitneyu_stat_snizh=249.000, mannwhitneyu_p_snizh=0.637 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SCIN.L: wilcoxon_stat=107.000, wilcoxon_p=0.360 mannwhitneyu_stat=235.000, mannwhitneyu_p=0.262 wilcoxon_stat_rost=235.000, wilcoxon_p_rost=0.262 mannwhitneyu_stat_rost=235.000, mannwhitneyu_p_rost=0.262 wilcoxon_stat_snizh=235.000, wilcoxon_p_snizh=0.745 mannwhitneyu_stat_snizh=235.000, mannwhitneyu_p_snizh=0.745 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SMT.L: wilcoxon_stat=132.000, wilcoxon_p=0.870 mannwhitneyu_stat=249.000, mannwhitneyu_p=0.371 wilcoxon_stat_rost=249.000, wilcoxon_p_rost=0.371 mannwhitneyu_stat_rost=249.000, mannwhitneyu_p_rost=0.371 wilcoxon_stat_snizh=249.000, wilcoxon_p_snizh=0.637 mannwhitneyu_stat_snizh=249.000, mannwhitneyu_p_snizh=0.637 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SGRO.L: wilcoxon_stat=114.000, wilcoxon_p=0.482 mannwhitneyu_stat=252.000, mannwhitneyu_p=0.396 wilcoxon_stat_rost=252.000, wilcoxon_p_rost=0.396 mannwhitneyu_stat_rost=252.000, mannwhitneyu_p_rost=0.396 wilcoxon_stat_snizh=252.000, wilcoxon_p_snizh=0.612 mannwhitneyu_stat_snizh=252.000, mannwhitneyu_p_snizh=0.612 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SNR.L: wilcoxon_stat=76.000, wilcoxon_p=0.061 mannwhitneyu_stat=158.000, mannwhitneyu_p=0.010 wilcoxon_stat_rost=158.000, wilcoxon_p_rost=0.010 mannwhitneyu_stat_rost=158.000, mannwhitneyu_p_rost=0.010 wilcoxon_stat_snizh=158.000, wilcoxon_p_snizh=0.991 mannwhitneyu_stat_snizh=158.000, mannwhitneyu_p_snizh=0.991 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SEQI.L: wilcoxon_stat=121.000, wilcoxon_p=0.858 mannwhitneyu_stat=261.000, mannwhitneyu_p=0.474 wilcoxon_stat_rost=261.000, wilcoxon_p_rost=0.474 mannwhitneyu_stat_rost=261.000, mannwhitneyu_p_rost=0.474 wilcoxon_stat_snizh=261.000, wilcoxon_p_snizh=0.535 mannwhitneyu_stat_snizh=261.000, mannwhitneyu_p_snizh=0.535 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SRP.L: wilcoxon_stat=96.000, wilcoxon_p=0.211 mannwhitneyu_stat=191.000, mannwhitneyu_p=0.054 wilcoxon_stat_rost=191.000, wilcoxon_p_rost=0.054 mannwhitneyu_stat_rost=191.000, mannwhitneyu_p_rost=0.054 wilcoxon_stat_snizh=191.000, wilcoxon_p_snizh=0.948 mannwhitneyu_stat_snizh=191.000, mannwhitneyu_p_snizh=0.948 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SVT.L: wilcoxon_stat=113.000, wilcoxon_p=0.463 mannwhitneyu_stat=233.000, mannwhitneyu_p=0.248 wilcoxon_stat_rost=233.000, wilcoxon_p_rost=0.248 mannwhitneyu_stat_rost=233.000, mannwhitneyu_p_rost=0.248 wilcoxon_stat_snizh=233.000, wilcoxon_p_snizh=0.759 mannwhitneyu_stat_snizh=233.000, mannwhitneyu_p_snizh=0.759 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SHB.L: wilcoxon_stat=94.000, wilcoxon_p=0.190 mannwhitneyu_stat=192.000, mannwhitneyu_p=0.057 wilcoxon_stat_rost=192.000, wilcoxon_p_rost=0.057 mannwhitneyu_stat_rost=192.000, mannwhitneyu_p_rost=0.057 wilcoxon_stat_snizh=192.000, wilcoxon_p_snizh=0.946 mannwhitneyu_stat_snizh=192.000, mannwhitneyu_p_snizh=0.946 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SHI.L: wilcoxon_stat=52.000, wilcoxon_p=0.007 mannwhitneyu_stat=113.000, mannwhitneyu_p=0.000 wilcoxon_stat_rost=113.000, wilcoxon_p_rost=0.000 mannwhitneyu_stat_rost=113.000, mannwhitneyu_p_rost=0.000 wilcoxon_stat_snizh=113.000, wilcoxon_p_snizh=1.000 mannwhitneyu_stat_snizh=113.000, mannwhitneyu_p_snizh=1.000 wilcoxon probably different distributions mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SN.L: wilcoxon_stat=89.000, wilcoxon_p=0.142 mannwhitneyu_stat=187.000, mannwhitneyu_p=0.045 wilcoxon_stat_rost=187.000, wilcoxon_p_rost=0.045 mannwhitneyu_stat_rost=187.000, mannwhitneyu_p_rost=0.045 wilcoxon_stat_snizh=187.000, wilcoxon_p_snizh=0.957 mannwhitneyu_stat_snizh=187.000, mannwhitneyu_p_snizh=0.957 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SMDS.L: wilcoxon_stat=120.000, wilcoxon_p=0.601 mannwhitneyu_stat=220.000, mannwhitneyu_p=0.167 wilcoxon_stat_rost=220.000, wilcoxon_p_rost=0.167 mannwhitneyu_stat_rost=220.000, mannwhitneyu_p_rost=0.167 wilcoxon_stat_snizh=220.000, wilcoxon_p_snizh=0.839 mannwhitneyu_stat_snizh=220.000, mannwhitneyu_p_snizh=0.839 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SMIN.L: wilcoxon_stat=114.000, wilcoxon_p=0.482 mannwhitneyu_stat=240.000, mannwhitneyu_p=0.299 wilcoxon_stat_rost=240.000, wilcoxon_p_rost=0.299 mannwhitneyu_stat_rost=240.000, mannwhitneyu_p_rost=0.299 wilcoxon_stat_snizh=240.000, wilcoxon_p_snizh=0.709 mannwhitneyu_stat_snizh=240.000, mannwhitneyu_p_snizh=0.709 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SKG.L: wilcoxon_stat=117.000, wilcoxon_p=0.540 mannwhitneyu_stat=256.000, mannwhitneyu_p=0.430 wilcoxon_stat_rost=256.000, wilcoxon_p_rost=0.430 mannwhitneyu_stat_rost=256.000, mannwhitneyu_p_rost=0.430 wilcoxon_stat_snizh=256.000, wilcoxon_p_snizh=0.578 mannwhitneyu_stat_snizh=256.000, mannwhitneyu_p_snizh=0.578 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SCT.L: wilcoxon_stat=85.000, wilcoxon_p=0.111 mannwhitneyu_stat=221.000, mannwhitneyu_p=0.172 wilcoxon_stat_rost=221.000, wilcoxon_p_rost=0.172 mannwhitneyu_stat_rost=221.000, mannwhitneyu_p_rost=0.172 wilcoxon_stat_snizh=221.000, wilcoxon_p_snizh=0.833 mannwhitneyu_stat_snizh=221.000, mannwhitneyu_p_snizh=0.833 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SXS.L: wilcoxon_stat=117.000, wilcoxon_p=0.540 mannwhitneyu_stat=219.000, mannwhitneyu_p=0.161 wilcoxon_stat_rost=219.000, wilcoxon_p_rost=0.161 mannwhitneyu_stat_rost=219.000, mannwhitneyu_p_rost=0.161 wilcoxon_stat_snizh=219.000, wilcoxon_p_snizh=0.844 mannwhitneyu_stat_snizh=219.000, mannwhitneyu_p_snizh=0.844 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SPX.L: wilcoxon_stat=114.000, wilcoxon_p=0.482 mannwhitneyu_stat=226.000, mannwhitneyu_p=0.202 wilcoxon_stat_rost=226.000, wilcoxon_p_rost=0.202 mannwhitneyu_stat_rost=226.000, mannwhitneyu_p_rost=0.202 wilcoxon_stat_snizh=226.000, wilcoxon_p_snizh=0.804 mannwhitneyu_stat_snizh=226.000, mannwhitneyu_p_snizh=0.804 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SPI.L: wilcoxon_stat=92.000, wilcoxon_p=0.170 mannwhitneyu_stat=180.000, mannwhitneyu_p=0.032 wilcoxon_stat_rost=180.000, wilcoxon_p_rost=0.032 mannwhitneyu_stat_rost=180.000, mannwhitneyu_p_rost=0.032 wilcoxon_stat_snizh=180.000, wilcoxon_p_snizh=0.969 mannwhitneyu_stat_snizh=180.000, mannwhitneyu_p_snizh=0.969 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SPT.L: wilcoxon_stat=129.000, wilcoxon_p=0.800 mannwhitneyu_stat=233.000, mannwhitneyu_p=0.248 wilcoxon_stat_rost=296.000, wilcoxon_p_rost=0.759 mannwhitneyu_stat_rost=296.000, mannwhitneyu_p_rost=0.759 wilcoxon_stat_snizh=296.000, wilcoxon_p_snizh=0.248 mannwhitneyu_stat_snizh=296.000, mannwhitneyu_p_snizh=0.248 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SSE.L: wilcoxon_stat=97.000, wilcoxon_p=0.223 mannwhitneyu_stat=229.000, mannwhitneyu_p=0.221 wilcoxon_stat_rost=229.000, wilcoxon_p_rost=0.221 mannwhitneyu_stat_rost=229.000, mannwhitneyu_p_rost=0.221 wilcoxon_stat_snizh=229.000, wilcoxon_p_snizh=0.785 mannwhitneyu_stat_snizh=229.000, mannwhitneyu_p_snizh=0.785 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SSPG.L: wilcoxon_stat=104.000, wilcoxon_p=0.315 mannwhitneyu_stat=211.000, mannwhitneyu_p=0.122 wilcoxon_stat_rost=211.000, wilcoxon_p_rost=0.122 mannwhitneyu_stat_rost=211.000, mannwhitneyu_p_rost=0.122 wilcoxon_stat_snizh=211.000, wilcoxon_p_snizh=0.882 mannwhitneyu_stat_snizh=211.000, mannwhitneyu_p_snizh=0.882 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== STJ.L: wilcoxon_stat=101.000, wilcoxon_p=0.273 mannwhitneyu_stat=196.000, mannwhitneyu_p=0.068 wilcoxon_stat_rost=196.000, wilcoxon_p_rost=0.068 mannwhitneyu_stat_rost=196.000, mannwhitneyu_p_rost=0.068 wilcoxon_stat_snizh=196.000, wilcoxon_p_snizh=0.935 mannwhitneyu_stat_snizh=196.000, mannwhitneyu_p_snizh=0.935 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SGC.L: wilcoxon_stat=81.000, wilcoxon_p=0.086 mannwhitneyu_stat=190.000, mannwhitneyu_p=0.052 wilcoxon_stat_rost=190.000, wilcoxon_p_rost=0.052 mannwhitneyu_stat_rost=190.000, mannwhitneyu_p_rost=0.052 wilcoxon_stat_snizh=190.000, wilcoxon_p_snizh=0.950 mannwhitneyu_stat_snizh=190.000, mannwhitneyu_p_snizh=0.950 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxo_rostn probably different distributions mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== STAN.L: wilcoxon_stat=93.000, wilcoxon_p=0.179 mannwhitneyu_stat=213.000, mannwhitneyu_p=0.131 wilcoxon_stat_rost=213.000, wilcoxon_p_rost=0.131 mannwhitneyu_stat_rost=213.000, mannwhitneyu_p_rost=0.131 wilcoxon_stat_snizh=213.000, wilcoxon_p_snizh=0.873 mannwhitneyu_stat_snizh=213.000, mannwhitneyu_p_snizh=0.873 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SDRY.L: wilcoxon_stat=92.000, wilcoxon_p=0.170 mannwhitneyu_stat=189.000, mannwhitneyu_p=0.050 wilcoxon_stat_rost=189.000, wilcoxon_p_rost=0.050 mannwhitneyu_stat_rost=189.000, mannwhitneyu_p_rost=0.050 wilcoxon_stat_snizh=189.000, wilcoxon_p_snizh=0.953 mannwhitneyu_stat_snizh=189.000, mannwhitneyu_p_snizh=0.953 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SYNC.L: wilcoxon_stat=133.000, wilcoxon_p=0.893 mannwhitneyu_stat=259.500, mannwhitneyu_p=0.461 wilcoxon_stat_rost=269.500, wilcoxon_p_rost=0.548 mannwhitneyu_stat_rost=269.500, mannwhitneyu_p_rost=0.548 wilcoxon_stat_snizh=269.500, wilcoxon_p_snizh=0.461 mannwhitneyu_stat_snizh=269.500, mannwhitneyu_p_snizh=0.461 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SYNT.L: wilcoxon_stat=112.000, wilcoxon_p=0.445 mannwhitneyu_stat=208.000, mannwhitneyu_p=0.109 wilcoxon_stat_rost=208.000, wilcoxon_p_rost=0.109 mannwhitneyu_stat_rost=208.000, mannwhitneyu_p_rost=0.109 wilcoxon_stat_snizh=208.000, wilcoxon_p_snizh=0.895 mannwhitneyu_stat_snizh=208.000, mannwhitneyu_p_snizh=0.895 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TATE.L: wilcoxon_stat=106.000, wilcoxon_p=0.345 mannwhitneyu_stat=233.000, mannwhitneyu_p=0.248 wilcoxon_stat_rost=233.000, wilcoxon_p_rost=0.248 mannwhitneyu_stat_rost=233.000, mannwhitneyu_p_rost=0.248 wilcoxon_stat_snizh=233.000, wilcoxon_p_snizh=0.759 mannwhitneyu_stat_snizh=233.000, mannwhitneyu_p_snizh=0.759 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TW.L: wilcoxon_stat=60.000, wilcoxon_p=0.016 mannwhitneyu_stat=162.000, mannwhitneyu_p=0.013 wilcoxon_stat_rost=162.000, wilcoxon_p_rost=0.013 mannwhitneyu_stat_rost=162.000, mannwhitneyu_p_rost=0.013 wilcoxon_stat_snizh=162.000, wilcoxon_p_snizh=0.988 mannwhitneyu_stat_snizh=162.000, mannwhitneyu_p_snizh=0.988 wilcoxon probably different distributions mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TBCG.L: wilcoxon_stat=91.000, wilcoxon_p=0.160 mannwhitneyu_stat=190.500, mannwhitneyu_p=0.053 wilcoxon_stat_rost=190.500, wilcoxon_p_rost=0.053 mannwhitneyu_stat_rost=190.500, mannwhitneyu_p_rost=0.053 wilcoxon_stat_snizh=190.500, wilcoxon_p_snizh=0.949 mannwhitneyu_stat_snizh=190.500, mannwhitneyu_p_snizh=0.949 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TED.L: wilcoxon_stat=81.000, wilcoxon_p=0.086 mannwhitneyu_stat=177.000, mannwhitneyu_p=0.028 wilcoxon_stat_rost=177.000, wilcoxon_p_rost=0.028 mannwhitneyu_stat_rost=177.000, mannwhitneyu_p_rost=0.028 wilcoxon_stat_snizh=177.000, wilcoxon_p_snizh=0.973 mannwhitneyu_stat_snizh=177.000, mannwhitneyu_p_snizh=0.973 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TEP.L: wilcoxon_stat=135.000, wilcoxon_p=0.941 mannwhitneyu_stat=243.000, mannwhitneyu_p=0.322 wilcoxon_stat_rost=286.000, wilcoxon_p_rost=0.686 mannwhitneyu_stat_rost=286.000, mannwhitneyu_p_rost=0.686 wilcoxon_stat_snizh=286.000, wilcoxon_p_snizh=0.322 mannwhitneyu_stat_snizh=286.000, mannwhitneyu_p_snizh=0.322 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TMPL.L: wilcoxon_stat=85.000, wilcoxon_p=0.111 mannwhitneyu_stat=159.000, mannwhitneyu_p=0.011 wilcoxon_stat_rost=159.000, wilcoxon_p_rost=0.011 mannwhitneyu_stat_rost=159.000, mannwhitneyu_p_rost=0.011 wilcoxon_stat_snizh=159.000, wilcoxon_p_snizh=0.990 mannwhitneyu_stat_snizh=159.000, mannwhitneyu_p_snizh=0.990 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TEM.L: wilcoxon_stat=118.000, wilcoxon_p=0.560 mannwhitneyu_stat=244.000, mannwhitneyu_p=0.330 wilcoxon_stat_rost=244.000, wilcoxon_p_rost=0.330 mannwhitneyu_stat_rost=244.000, mannwhitneyu_p_rost=0.330 wilcoxon_stat_snizh=244.000, wilcoxon_p_snizh=0.678 mannwhitneyu_stat_snizh=244.000, mannwhitneyu_p_snizh=0.678 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TSCO.L: wilcoxon_stat=134.000, wilcoxon_p=0.917 mannwhitneyu_stat=257.000, mannwhitneyu_p=0.439 wilcoxon_stat_rost=257.000, wilcoxon_p_rost=0.439 mannwhitneyu_stat_rost=257.000, mannwhitneyu_p_rost=0.439 wilcoxon_stat_snizh=257.000, wilcoxon_p_snizh=0.570 mannwhitneyu_stat_snizh=257.000, mannwhitneyu_p_snizh=0.570 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TIFS.L: wilcoxon_stat=120.000, wilcoxon_p=0.601 mannwhitneyu_stat=259.000, mannwhitneyu_p=0.456 wilcoxon_stat_rost=259.000, wilcoxon_p_rost=0.456 mannwhitneyu_stat_rost=259.000, mannwhitneyu_p_rost=0.456 wilcoxon_stat_snizh=259.000, wilcoxon_p_snizh=0.552 mannwhitneyu_stat_snizh=259.000, mannwhitneyu_p_snizh=0.552 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TCAP.L: wilcoxon_stat=105.000, wilcoxon_p=0.329 mannwhitneyu_stat=219.000, mannwhitneyu_p=0.161 wilcoxon_stat_rost=219.000, wilcoxon_p_rost=0.161 mannwhitneyu_stat_rost=219.000, mannwhitneyu_p_rost=0.161 wilcoxon_stat_snizh=219.000, wilcoxon_p_snizh=0.844 mannwhitneyu_stat_snizh=219.000, mannwhitneyu_p_snizh=0.844 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TRY.L: wilcoxon_stat=119.000, wilcoxon_p=0.580 mannwhitneyu_stat=232.000, mannwhitneyu_p=0.241 wilcoxon_stat_rost=232.000, wilcoxon_p_rost=0.241 mannwhitneyu_stat_rost=232.000, mannwhitneyu_p_rost=0.241 wilcoxon_stat_snizh=232.000, wilcoxon_p_snizh=0.766 mannwhitneyu_stat_snizh=232.000, mannwhitneyu_p_snizh=0.766 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TPK.L: wilcoxon_stat=89.000, wilcoxon_p=0.142 mannwhitneyu_stat=208.000, mannwhitneyu_p=0.109 wilcoxon_stat_rost=208.000, wilcoxon_p_rost=0.109 mannwhitneyu_stat_rost=208.000, mannwhitneyu_p_rost=0.109 wilcoxon_stat_snizh=208.000, wilcoxon_p_snizh=0.895 mannwhitneyu_stat_snizh=208.000, mannwhitneyu_p_snizh=0.895 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BBOX.L: wilcoxon_stat=102.000, wilcoxon_p=0.286 mannwhitneyu_stat=209.000, mannwhitneyu_p=0.113 wilcoxon_stat_rost=209.000, wilcoxon_p_rost=0.113 mannwhitneyu_stat_rost=209.000, mannwhitneyu_p_rost=0.113 wilcoxon_stat_snizh=209.000, wilcoxon_p_snizh=0.891 mannwhitneyu_stat_snizh=209.000, mannwhitneyu_p_snizh=0.891 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TUI.L: wilcoxon_stat=98.000, wilcoxon_p=0.234 mannwhitneyu_stat=206.000, mannwhitneyu_p=0.101 wilcoxon_stat_rost=206.000, wilcoxon_p_rost=0.101 mannwhitneyu_stat_rost=206.000, mannwhitneyu_p_rost=0.101 wilcoxon_stat_snizh=206.000, wilcoxon_p_snizh=0.903 mannwhitneyu_stat_snizh=206.000, mannwhitneyu_p_snizh=0.903 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TLW.L: wilcoxon_stat=114.000, wilcoxon_p=0.482 mannwhitneyu_stat=228.000, mannwhitneyu_p=0.215 wilcoxon_stat_rost=228.000, wilcoxon_p_rost=0.215 mannwhitneyu_stat_rost=228.000, mannwhitneyu_p_rost=0.215 wilcoxon_stat_snizh=228.000, wilcoxon_p_snizh=0.792 mannwhitneyu_stat_snizh=228.000, mannwhitneyu_p_snizh=0.792 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== UKCM.L: wilcoxon_stat=123.000, wilcoxon_p=0.665 mannwhitneyu_stat=237.000, mannwhitneyu_p=0.277 wilcoxon_stat_rost=237.000, wilcoxon_p_rost=0.277 mannwhitneyu_stat_rost=237.000, mannwhitneyu_p_rost=0.277 wilcoxon_stat_snizh=237.000, wilcoxon_p_snizh=0.731 mannwhitneyu_stat_snizh=237.000, mannwhitneyu_p_snizh=0.731 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ULE.L: wilcoxon_stat=134.000, wilcoxon_p=0.917 mannwhitneyu_stat=255.000, mannwhitneyu_p=0.422 wilcoxon_stat_rost=255.000, wilcoxon_p_rost=0.422 mannwhitneyu_stat_rost=255.000, mannwhitneyu_p_rost=0.422 wilcoxon_stat_snizh=255.000, wilcoxon_p_snizh=0.587 mannwhitneyu_stat_snizh=255.000, mannwhitneyu_p_snizh=0.587 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ULVR.L: wilcoxon_stat=105.000, wilcoxon_p=0.329 mannwhitneyu_stat=243.000, mannwhitneyu_p=0.322 wilcoxon_stat_rost=243.000, wilcoxon_p_rost=0.322 mannwhitneyu_stat_rost=243.000, mannwhitneyu_p_rost=0.322 wilcoxon_stat_snizh=243.000, wilcoxon_p_snizh=0.686 mannwhitneyu_stat_snizh=243.000, mannwhitneyu_p_snizh=0.686 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== UTG.L: wilcoxon_stat=83.000, wilcoxon_p=0.098 mannwhitneyu_stat=177.000, mannwhitneyu_p=0.028 wilcoxon_stat_rost=177.000, wilcoxon_p_rost=0.028 mannwhitneyu_stat_rost=177.000, mannwhitneyu_p_rost=0.028 wilcoxon_stat_snizh=177.000, wilcoxon_p_snizh=0.973 mannwhitneyu_stat_snizh=177.000, mannwhitneyu_p_snizh=0.973 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== UU.L: wilcoxon_stat=116.000, wilcoxon_p=0.520 mannwhitneyu_stat=239.000, mannwhitneyu_p=0.291 wilcoxon_stat_rost=239.000, wilcoxon_p_rost=0.291 mannwhitneyu_stat_rost=239.000, mannwhitneyu_p_rost=0.291 wilcoxon_stat_snizh=239.000, wilcoxon_p_snizh=0.716 mannwhitneyu_stat_snizh=239.000, mannwhitneyu_p_snizh=0.716 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== VSVS.L: wilcoxon_stat=107.000, wilcoxon_p=0.360 mannwhitneyu_stat=228.000, mannwhitneyu_p=0.214 wilcoxon_stat_rost=228.000, wilcoxon_p_rost=0.214 mannwhitneyu_stat_rost=228.000, mannwhitneyu_p_rost=0.214 wilcoxon_stat_snizh=228.000, wilcoxon_p_snizh=0.792 mannwhitneyu_stat_snizh=228.000, mannwhitneyu_p_snizh=0.792 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== VCT.L: wilcoxon_stat=121.000, wilcoxon_p=0.622 mannwhitneyu_stat=225.000, mannwhitneyu_p=0.196 wilcoxon_stat_rost=225.000, wilcoxon_p_rost=0.196 mannwhitneyu_stat_rost=225.000, mannwhitneyu_p_rost=0.196 wilcoxon_stat_snizh=225.000, wilcoxon_p_snizh=0.810 mannwhitneyu_stat_snizh=225.000, mannwhitneyu_p_snizh=0.810 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== VEIL.L: wilcoxon_stat=120.000, wilcoxon_p=0.601 mannwhitneyu_stat=232.000, mannwhitneyu_p=0.241 wilcoxon_stat_rost=232.000, wilcoxon_p_rost=0.241 mannwhitneyu_stat_rost=232.000, mannwhitneyu_p_rost=0.241 wilcoxon_stat_snizh=232.000, wilcoxon_p_snizh=0.766 mannwhitneyu_stat_snizh=232.000, mannwhitneyu_p_snizh=0.766 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== VOF.L: wilcoxon_stat=107.000, wilcoxon_p=0.360 mannwhitneyu_stat=212.000, mannwhitneyu_p=0.127 wilcoxon_stat_rost=212.000, wilcoxon_p_rost=0.127 mannwhitneyu_stat_rost=212.000, mannwhitneyu_p_rost=0.127 wilcoxon_stat_snizh=212.000, wilcoxon_p_snizh=0.878 mannwhitneyu_stat_snizh=212.000, mannwhitneyu_p_snizh=0.878 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== VVO.L: wilcoxon_stat=67.000, wilcoxon_p=0.030 mannwhitneyu_stat=160.000, mannwhitneyu_p=0.011 wilcoxon_stat_rost=160.000, wilcoxon_p_rost=0.011 mannwhitneyu_stat_rost=160.000, mannwhitneyu_p_rost=0.011 wilcoxon_stat_snizh=160.000, wilcoxon_p_snizh=0.989 mannwhitneyu_stat_snizh=160.000, mannwhitneyu_p_snizh=0.989 wilcoxon probably different distributions mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== VOD.L: wilcoxon_stat=98.000, wilcoxon_p=0.234 mannwhitneyu_stat=190.000, mannwhitneyu_p=0.052 wilcoxon_stat_rost=190.000, wilcoxon_p_rost=0.052 mannwhitneyu_stat_rost=190.000, mannwhitneyu_p_rost=0.052 wilcoxon_stat_snizh=190.000, wilcoxon_p_snizh=0.950 mannwhitneyu_stat_snizh=190.000, mannwhitneyu_p_snizh=0.950 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== WEIR.L: wilcoxon_stat=118.000, wilcoxon_p=0.560 mannwhitneyu_stat=243.000, mannwhitneyu_p=0.322 wilcoxon_stat_rost=243.000, wilcoxon_p_rost=0.322 mannwhitneyu_stat_rost=243.000, mannwhitneyu_p_rost=0.322 wilcoxon_stat_snizh=243.000, wilcoxon_p_snizh=0.686 mannwhitneyu_stat_snizh=243.000, mannwhitneyu_p_snizh=0.686 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== JDW.L: wilcoxon_stat=87.000, wilcoxon_p=0.126 mannwhitneyu_stat=160.000, mannwhitneyu_p=0.011 wilcoxon_stat_rost=160.000, wilcoxon_p_rost=0.011 mannwhitneyu_stat_rost=160.000, mannwhitneyu_p_rost=0.011 wilcoxon_stat_snizh=160.000, wilcoxon_p_snizh=0.989 mannwhitneyu_stat_snizh=160.000, mannwhitneyu_p_snizh=0.989 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SMWH.L: wilcoxon_stat=79.000, wilcoxon_p=0.075 mannwhitneyu_stat=158.000, mannwhitneyu_p=0.010 wilcoxon_stat_rost=158.000, wilcoxon_p_rost=0.010 mannwhitneyu_stat_rost=158.000, mannwhitneyu_p_rost=0.010 wilcoxon_stat_snizh=158.000, wilcoxon_p_snizh=0.991 mannwhitneyu_stat_snizh=158.000, mannwhitneyu_p_snizh=0.991 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== WTB.L: wilcoxon_stat=107.000, wilcoxon_p=0.360 mannwhitneyu_stat=200.000, mannwhitneyu_p=0.080 wilcoxon_stat_rost=200.000, wilcoxon_p_rost=0.080 mannwhitneyu_stat_rost=200.000, mannwhitneyu_p_rost=0.080 wilcoxon_stat_snizh=200.000, wilcoxon_p_snizh=0.923 mannwhitneyu_stat_snizh=200.000, mannwhitneyu_p_snizh=0.923 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== WTAN.L: wilcoxon_stat=99.000, wilcoxon_p=0.247 mannwhitneyu_stat=197.000, mannwhitneyu_p=0.070 wilcoxon_stat_rost=197.000, wilcoxon_p_rost=0.070 mannwhitneyu_stat_rost=197.000, mannwhitneyu_p_rost=0.070 wilcoxon_stat_snizh=197.000, wilcoxon_p_snizh=0.932 mannwhitneyu_stat_snizh=197.000, mannwhitneyu_p_snizh=0.932 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== WIZZ.L: wilcoxon_stat=117.000, wilcoxon_p=0.540 mannwhitneyu_stat=241.000, mannwhitneyu_p=0.307 wilcoxon_stat_rost=241.000, wilcoxon_p_rost=0.307 mannwhitneyu_stat_rost=241.000, mannwhitneyu_p_rost=0.307 wilcoxon_stat_snizh=241.000, wilcoxon_p_snizh=0.701 mannwhitneyu_stat_snizh=241.000, mannwhitneyu_p_snizh=0.701 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== WG.L: wilcoxon_stat=96.000, wilcoxon_p=0.211 mannwhitneyu_stat=184.000, mannwhitneyu_p=0.039 wilcoxon_stat_rost=184.000, wilcoxon_p_rost=0.039 mannwhitneyu_stat_rost=184.000, mannwhitneyu_p_rost=0.039 wilcoxon_stat_snizh=184.000, wilcoxon_p_snizh=0.962 mannwhitneyu_stat_snizh=184.000, mannwhitneyu_p_snizh=0.962 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== WKP.L: wilcoxon_stat=104.000, wilcoxon_p=0.315 mannwhitneyu_stat=198.000, mannwhitneyu_p=0.074 wilcoxon_stat_rost=198.000, wilcoxon_p_rost=0.074 mannwhitneyu_stat_rost=198.000, mannwhitneyu_p_rost=0.074 wilcoxon_stat_snizh=198.000, wilcoxon_p_snizh=0.929 mannwhitneyu_stat_snizh=198.000, mannwhitneyu_p_snizh=0.929 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== WWH.L: wilcoxon_stat=130.000, wilcoxon_p=0.823 mannwhitneyu_stat=237.000, mannwhitneyu_p=0.276 wilcoxon_stat_rost=237.000, wilcoxon_p_rost=0.276 mannwhitneyu_stat_rost=237.000, mannwhitneyu_p_rost=0.276 wilcoxon_stat_snizh=237.000, wilcoxon_p_snizh=0.731 mannwhitneyu_stat_snizh=237.000, mannwhitneyu_p_snizh=0.731 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== WPP.L: wilcoxon_stat=101.000, wilcoxon_p=0.273 mannwhitneyu_stat=237.000, mannwhitneyu_p=0.277 wilcoxon_stat_rost=237.000, wilcoxon_p_rost=0.277 mannwhitneyu_stat_rost=237.000, mannwhitneyu_p_rost=0.277 wilcoxon_stat_snizh=237.000, wilcoxon_p_snizh=0.731 mannwhitneyu_stat_snizh=237.000, mannwhitneyu_p_snizh=0.731 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ==================================================================
In [312]:
print("Total ticker: "+str((len(tickers_list))))
print("Total analyzed days: "+str(len(data_month_20[ticker])))
print("==================================================================")
print("wilcoxon_accept: "+str(wilcoxon_accept))
print("mannwhitneyu_accept: "+str(mannwhitneyu_accept))
print("wilcoxon_rejection: "+str(wilcoxon_rejection))
print("mannwhitneyu_rejection: "+str(mannwhitneyu_rejection))
print("==================================================================")
print("wilcoxon_accept_snizh: "+str(wilcoxon_accept_snizh))
print("mannwhitneyu_accept_snizh: "+str(mannwhitneyu_accept_snizh))
print("wilcoxon_rejection_snizh: "+str(wilcoxon_rejection_snizh))
print("mannwhitneyu_rejection_snizh: "+str(mannwhitneyu_rejection_snizh))
print("==================================================================")
print("wilcoxon_accept_rost: "+str(wilcoxon_accept_rost))
print("mannwhitneyu_accept_rost: "+str(mannwhitneyu_accept_rost))
print("wilcoxon_rejection_rost: "+str(wilcoxon_rejection_rost))
print("mannwhitneyu_rejection_rost: "+str(mannwhitneyu_rejection_rost))
Total ticker: 285 Total analyzed days: 23 ================================================================== wilcoxon_accept: 266 mannwhitneyu_accept: 218 wilcoxon_rejection: 19 mannwhitneyu_rejection: 67 ================================================================== wilcoxon_accept_snizh: 285 mannwhitneyu_accept_snizh: 285 wilcoxon_rejection_snizh: 0 mannwhitneyu_rejection_snizh: 0 ================================================================== wilcoxon_accept_rost: 245 mannwhitneyu_accept_rost: 218 wilcoxon_rejection_rost: 40 mannwhitneyu_rejection_rost: 67
Half year
In [313]:
print("2020-2021 7 month")
print("============================================")
wilcoxon_accept = 0
mannwhitneyu_accept = 0
wilcoxon_rejection = 0
mannwhitneyu_rejection = 0
wilcoxon_accept_rost = 0
mannwhitneyu_accept_rost = 0
wilcoxon_rejection_rost = 0
mannwhitneyu_rejection_rost = 0
wilcoxon_accept_snizh = 0
mannwhitneyu_accept_snizh = 0
wilcoxon_rejection_snizh = 0
mannwhitneyu_rejection_snizh = 0
for ticker in tickers_list:
wilcoxon_stat, wilcoxon_p = stats.wilcoxon(list(data_hy_20[ticker]), list(data_hy_21[ticker]))
mannwhitneyu_stat, mannwhitneyu_p = stats.mannwhitneyu(list(data_hy_20[ticker]), list(data_hy_21[ticker]))
#тренд роста
wilcoxon_stat_rost, wilcoxon_p_rost = stats.wilcoxon(list(data_hy_20[ticker]), list(data_hy_21[ticker]), alternative="less")
mannwhitneyu_stat_rost, mannwhitneyu_p_rost = stats.mannwhitneyu(list(data_hy_20[ticker]), list(data_hy_21[ticker]), alternative="less")
#тренд снижения
wilcoxon_stat_snizh, wilcoxon_p_snizh = stats.wilcoxon(list(data_hy_20[ticker]), list(data_hy_21[ticker]), alternative="greater")
mannwhitneyu_stat_snizh, mannwhitneyu_p_snizh = stats.mannwhitneyu(list(data_hy_20[ticker]), list(data_hy_21[ticker]), alternative="greater")
print(ticker+": "+'wilcoxon_stat=%.3f, wilcoxon_p=%.3f' % (wilcoxon_stat, wilcoxon_p))
print('mannwhitneyu_stat=%.3f, mannwhitneyu_p=%.3f' % (mannwhitneyu_stat, mannwhitneyu_p))
print('wilcoxon_stat_rost=%.3f, wilcoxon_p_rost=%.3f' % (mannwhitneyu_stat_rost, mannwhitneyu_p_rost))
print('mannwhitneyu_stat_rost=%.3f, mannwhitneyu_p_rost=%.3f' % (mannwhitneyu_stat_rost, mannwhitneyu_p_rost))
print('wilcoxon_stat_snizh=%.3f, wilcoxon_p_snizh=%.3f' % (mannwhitneyu_stat_snizh, mannwhitneyu_p_snizh))
print('mannwhitneyu_stat_snizh=%.3f, mannwhitneyu_p_snizh=%.3f' % (mannwhitneyu_stat_snizh, mannwhitneyu_p_snizh))
if wilcoxon_p > alpha_val_main:
print('wilcoxon probably the same distribution')
wilcoxon_accept += 1
else:
print('wilcoxon probably different distributions')
wilcoxon_rejection += 1
if mannwhitneyu_p > alpha_val_main:
print('mannwhitneyu probably the same distribution')
mannwhitneyu_accept += 1
else:
print('mannwhitneyu probably different distributions')
mannwhitneyu_rejection += 1
if wilcoxon_p_rost > alpha_val_main:
print('wilcoxon_rost probably the same distribution')
wilcoxon_accept_rost += 1
else:
print('wilcoxo_rostn probably different distributions')
wilcoxon_rejection_rost += 1
if mannwhitneyu_p_rost > alpha_val_main:
print('mannwhitneyu_rost probably the same distribution')
mannwhitneyu_accept_rost += 1
else:
print('mannwhitneyu_rost probably different distributions')
mannwhitneyu_rejection_rost += 1
if wilcoxon_p_snizh > alpha_val_main:
print('wilcoxon_snizh probably the same distribution')
wilcoxon_accept_snizh += 1
else:
print('wilcoxon_snizh probably different distributions')
wilcoxon_rejection_snizh += 1
if mannwhitneyu_p_snizh > alpha_val_main:
print('mannwhitneyu_snizh probably the same distribution')
mannwhitneyu_accept_snizh += 1
else:
print('mannwhitneyu_snizh probably different distributions')
mannwhitneyu_rejection_snizh += 1
print("==================================================================")
2020-2021 7 month ============================================ III.L: wilcoxon_stat=3817.000, wilcoxon_p=0.767 mannwhitneyu_stat=7794.000, mannwhitneyu_p=0.487 wilcoxon_stat_rost=7794.000, wilcoxon_p_rost=0.487 mannwhitneyu_stat_rost=7794.000, mannwhitneyu_p_rost=0.487 wilcoxon_stat_snizh=7794.000, wilcoxon_p_snizh=0.513 mannwhitneyu_stat_snizh=7794.000, mannwhitneyu_p_snizh=0.513 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== 3IN.L: wilcoxon_stat=3541.000, wilcoxon_p=0.405 mannwhitneyu_stat=7479.500, mannwhitneyu_p=0.280 wilcoxon_stat_rost=8145.500, wilcoxon_p_rost=0.720 mannwhitneyu_stat_rost=8145.500, mannwhitneyu_p_rost=0.720 wilcoxon_stat_snizh=8145.500, wilcoxon_p_snizh=0.280 mannwhitneyu_stat_snizh=8145.500, mannwhitneyu_p_snizh=0.280 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== 888.L: wilcoxon_stat=3309.000, wilcoxon_p=0.121 mannwhitneyu_stat=6595.000, mannwhitneyu_p=0.017 wilcoxon_stat_rost=6595.000, wilcoxon_p_rost=0.017 mannwhitneyu_stat_rost=6595.000, mannwhitneyu_p_rost=0.017 wilcoxon_stat_snizh=6595.000, wilcoxon_p_snizh=0.983 mannwhitneyu_stat_snizh=6595.000, mannwhitneyu_p_snizh=0.983 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ABF.L: wilcoxon_stat=3484.000, wilcoxon_p=0.264 mannwhitneyu_stat=7138.000, mannwhitneyu_p=0.119 wilcoxon_stat_rost=7138.000, wilcoxon_p_rost=0.119 mannwhitneyu_stat_rost=7138.000, mannwhitneyu_p_rost=0.119 wilcoxon_stat_snizh=7138.000, wilcoxon_p_snizh=0.881 mannwhitneyu_stat_snizh=7138.000, mannwhitneyu_p_snizh=0.881 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ASL.L: wilcoxon_stat=3364.000, wilcoxon_p=0.158 mannwhitneyu_stat=6751.500, mannwhitneyu_p=0.032 wilcoxon_stat_rost=6751.500, wilcoxon_p_rost=0.032 mannwhitneyu_stat_rost=6751.500, mannwhitneyu_p_rost=0.032 wilcoxon_stat_snizh=6751.500, wilcoxon_p_snizh=0.968 mannwhitneyu_stat_snizh=6751.500, mannwhitneyu_p_snizh=0.968 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ADM.L: wilcoxon_stat=3853.000, wilcoxon_p=0.956 mannwhitneyu_stat=7673.000, mannwhitneyu_p=0.404 wilcoxon_stat_rost=7673.000, wilcoxon_p_rost=0.404 mannwhitneyu_stat_rost=7673.000, mannwhitneyu_p_rost=0.404 wilcoxon_stat_snizh=7673.000, wilcoxon_p_snizh=0.597 mannwhitneyu_stat_snizh=7673.000, mannwhitneyu_p_snizh=0.597 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== AMGO.L: wilcoxon_stat=3142.000, wilcoxon_p=0.050 mannwhitneyu_stat=6765.500, mannwhitneyu_p=0.034 wilcoxon_stat_rost=6765.500, wilcoxon_p_rost=0.034 mannwhitneyu_stat_rost=6765.500, mannwhitneyu_p_rost=0.034 wilcoxon_stat_snizh=6765.500, wilcoxon_p_snizh=0.967 mannwhitneyu_stat_snizh=6765.500, mannwhitneyu_p_snizh=0.967 wilcoxon probably different distributions mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== AAL.L: wilcoxon_stat=3638.000, wilcoxon_p=0.461 mannwhitneyu_stat=7513.000, mannwhitneyu_p=0.300 wilcoxon_stat_rost=7513.000, wilcoxon_p_rost=0.300 mannwhitneyu_stat_rost=7513.000, mannwhitneyu_p_rost=0.300 wilcoxon_stat_snizh=7513.000, wilcoxon_p_snizh=0.700 mannwhitneyu_stat_snizh=7513.000, mannwhitneyu_p_snizh=0.700 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ANTO.L: wilcoxon_stat=3793.000, wilcoxon_p=0.722 mannwhitneyu_stat=7700.000, mannwhitneyu_p=0.422 wilcoxon_stat_rost=7925.000, wilcoxon_p_rost=0.578 mannwhitneyu_stat_rost=7925.000, mannwhitneyu_p_rost=0.578 wilcoxon_stat_snizh=7925.000, wilcoxon_p_snizh=0.422 mannwhitneyu_stat_snizh=7925.000, mannwhitneyu_p_snizh=0.422 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ASCL.L: wilcoxon_stat=3560.000, wilcoxon_p=0.352 mannwhitneyu_stat=7205.000, mannwhitneyu_p=0.144 wilcoxon_stat_rost=7205.000, wilcoxon_p_rost=0.144 mannwhitneyu_stat_rost=7205.000, mannwhitneyu_p_rost=0.144 wilcoxon_stat_snizh=7205.000, wilcoxon_p_snizh=0.856 mannwhitneyu_stat_snizh=7205.000, mannwhitneyu_p_snizh=0.856 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ASHM.L: wilcoxon_stat=3908.000, wilcoxon_p=0.942 mannwhitneyu_stat=7639.500, mannwhitneyu_p=0.381 wilcoxon_stat_rost=7985.500, wilcoxon_p_rost=0.619 mannwhitneyu_stat_rost=7985.500, mannwhitneyu_p_rost=0.619 wilcoxon_stat_snizh=7985.500, wilcoxon_p_snizh=0.381 mannwhitneyu_stat_snizh=7985.500, mannwhitneyu_p_snizh=0.381 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== AHT.L: wilcoxon_stat=3843.000, wilcoxon_p=0.816 mannwhitneyu_stat=7436.000, mannwhitneyu_p=0.255 wilcoxon_stat_rost=7436.000, wilcoxon_p_rost=0.255 mannwhitneyu_stat_rost=7436.000, mannwhitneyu_p_rost=0.255 wilcoxon_stat_snizh=7436.000, wilcoxon_p_snizh=0.745 mannwhitneyu_stat_snizh=7436.000, mannwhitneyu_p_snizh=0.745 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== AGR.L: wilcoxon_stat=3752.000, wilcoxon_p=0.648 mannwhitneyu_stat=7595.000, mannwhitneyu_p=0.352 wilcoxon_stat_rost=8030.000, wilcoxon_p_rost=0.649 mannwhitneyu_stat_rost=8030.000, mannwhitneyu_p_rost=0.649 wilcoxon_stat_snizh=8030.000, wilcoxon_p_snizh=0.352 mannwhitneyu_stat_snizh=8030.000, mannwhitneyu_p_snizh=0.352 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== AZN.L: wilcoxon_stat=3921.000, wilcoxon_p=0.968 mannwhitneyu_stat=7733.500, mannwhitneyu_p=0.445 wilcoxon_stat_rost=7891.500, wilcoxon_p_rost=0.555 mannwhitneyu_stat_rost=7891.500, mannwhitneyu_p_rost=0.555 wilcoxon_stat_snizh=7891.500, wilcoxon_p_snizh=0.445 mannwhitneyu_stat_snizh=7891.500, mannwhitneyu_p_snizh=0.445 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== AUTO.L: wilcoxon_stat=3772.000, wilcoxon_p=0.683 mannwhitneyu_stat=7552.000, mannwhitneyu_p=0.325 wilcoxon_stat_rost=7552.000, wilcoxon_p_rost=0.325 mannwhitneyu_stat_rost=7552.000, mannwhitneyu_p_rost=0.325 wilcoxon_stat_snizh=7552.000, wilcoxon_p_snizh=0.676 mannwhitneyu_stat_snizh=7552.000, mannwhitneyu_p_snizh=0.676 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== AVST.L: wilcoxon_stat=3579.000, wilcoxon_p=0.377 mannwhitneyu_stat=7464.000, mannwhitneyu_p=0.271 wilcoxon_stat_rost=8161.000, wilcoxon_p_rost=0.729 mannwhitneyu_stat_rost=8161.000, mannwhitneyu_p_rost=0.729 wilcoxon_stat_snizh=8161.000, wilcoxon_p_snizh=0.271 mannwhitneyu_stat_snizh=8161.000, mannwhitneyu_p_snizh=0.271 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== AVV.L: wilcoxon_stat=3737.000, wilcoxon_p=0.621 mannwhitneyu_stat=7694.000, mannwhitneyu_p=0.418 wilcoxon_stat_rost=7694.000, wilcoxon_p_rost=0.418 mannwhitneyu_stat_rost=7694.000, mannwhitneyu_p_rost=0.418 wilcoxon_stat_snizh=7694.000, wilcoxon_p_snizh=0.582 mannwhitneyu_stat_snizh=7694.000, mannwhitneyu_p_snizh=0.582 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== AV.L: wilcoxon_stat=3341.000, wilcoxon_p=0.142 mannwhitneyu_stat=6816.500, mannwhitneyu_p=0.041 wilcoxon_stat_rost=6816.500, wilcoxon_p_rost=0.041 mannwhitneyu_stat_rost=6816.500, mannwhitneyu_p_rost=0.041 wilcoxon_stat_snizh=6816.500, wilcoxon_p_snizh=0.959 mannwhitneyu_stat_snizh=6816.500, mannwhitneyu_p_snizh=0.959 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BME.L: wilcoxon_stat=3788.000, wilcoxon_p=0.713 mannwhitneyu_stat=7490.000, mannwhitneyu_p=0.287 wilcoxon_stat_rost=7490.000, wilcoxon_p_rost=0.287 mannwhitneyu_stat_rost=7490.000, mannwhitneyu_p_rost=0.287 wilcoxon_stat_snizh=7490.000, wilcoxon_p_snizh=0.714 mannwhitneyu_stat_snizh=7490.000, mannwhitneyu_p_snizh=0.714 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BAB.L: wilcoxon_stat=3303.000, wilcoxon_p=0.118 mannwhitneyu_stat=6869.000, mannwhitneyu_p=0.050 wilcoxon_stat_rost=6869.000, wilcoxon_p_rost=0.050 mannwhitneyu_stat_rost=6869.000, mannwhitneyu_p_rost=0.050 wilcoxon_stat_snizh=6869.000, wilcoxon_p_snizh=0.951 mannwhitneyu_stat_snizh=6869.000, mannwhitneyu_p_snizh=0.951 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BA.L: wilcoxon_stat=3840.000, wilcoxon_p=0.810 mannwhitneyu_stat=7492.000, mannwhitneyu_p=0.288 wilcoxon_stat_rost=7492.000, wilcoxon_p_rost=0.288 mannwhitneyu_stat_rost=7492.000, mannwhitneyu_p_rost=0.288 wilcoxon_stat_snizh=7492.000, wilcoxon_p_snizh=0.713 mannwhitneyu_stat_snizh=7492.000, mannwhitneyu_p_snizh=0.713 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BGFD.L: wilcoxon_stat=3928.500, wilcoxon_p=0.982 mannwhitneyu_stat=7574.500, mannwhitneyu_p=0.339 wilcoxon_stat_rost=8050.500, wilcoxon_p_rost=0.662 mannwhitneyu_stat_rost=8050.500, mannwhitneyu_p_rost=0.662 wilcoxon_stat_snizh=8050.500, wilcoxon_p_snizh=0.339 mannwhitneyu_stat_snizh=8050.500, mannwhitneyu_p_snizh=0.339 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BAKK.L: wilcoxon_stat=3324.000, wilcoxon_p=0.131 mannwhitneyu_stat=6576.000, mannwhitneyu_p=0.015 wilcoxon_stat_rost=6576.000, wilcoxon_p_rost=0.015 mannwhitneyu_stat_rost=6576.000, mannwhitneyu_p_rost=0.015 wilcoxon_stat_snizh=6576.000, wilcoxon_p_snizh=0.985 mannwhitneyu_stat_snizh=6576.000, mannwhitneyu_p_snizh=0.985 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BBY.L: wilcoxon_stat=3759.000, wilcoxon_p=0.660 mannwhitneyu_stat=7390.000, mannwhitneyu_p=0.230 wilcoxon_stat_rost=7390.000, wilcoxon_p_rost=0.230 mannwhitneyu_stat_rost=7390.000, mannwhitneyu_p_rost=0.230 wilcoxon_stat_snizh=7390.000, wilcoxon_p_snizh=0.770 mannwhitneyu_stat_snizh=7390.000, mannwhitneyu_p_snizh=0.770 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BGEO.L: wilcoxon_stat=3609.000, wilcoxon_p=0.418 mannwhitneyu_stat=7342.500, mannwhitneyu_p=0.206 wilcoxon_stat_rost=7342.500, wilcoxon_p_rost=0.206 mannwhitneyu_stat_rost=7342.500, mannwhitneyu_p_rost=0.206 wilcoxon_stat_snizh=7342.500, wilcoxon_p_snizh=0.795 mannwhitneyu_stat_snizh=7342.500, mannwhitneyu_p_snizh=0.795 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BNKR.L: wilcoxon_stat=3906.000, wilcoxon_p=0.938 mannwhitneyu_stat=7738.000, mannwhitneyu_p=0.449 wilcoxon_stat_rost=7887.000, wilcoxon_p_rost=0.552 mannwhitneyu_stat_rost=7887.000, mannwhitneyu_p_rost=0.552 wilcoxon_stat_snizh=7887.000, wilcoxon_p_snizh=0.449 mannwhitneyu_stat_snizh=7887.000, mannwhitneyu_p_snizh=0.449 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BARC.L: wilcoxon_stat=3535.000, wilcoxon_p=0.321 mannwhitneyu_stat=6899.000, mannwhitneyu_p=0.055 wilcoxon_stat_rost=6899.000, wilcoxon_p_rost=0.055 mannwhitneyu_stat_rost=6899.000, mannwhitneyu_p_rost=0.055 wilcoxon_stat_snizh=6899.000, wilcoxon_p_snizh=0.945 mannwhitneyu_stat_snizh=6899.000, mannwhitneyu_p_snizh=0.945 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BAG.L: wilcoxon_stat=3416.000, wilcoxon_p=0.252 mannwhitneyu_stat=7182.500, mannwhitneyu_p=0.135 wilcoxon_stat_rost=7182.500, wilcoxon_p_rost=0.135 mannwhitneyu_stat_rost=7182.500, mannwhitneyu_p_rost=0.135 wilcoxon_stat_snizh=7182.500, wilcoxon_p_snizh=0.865 mannwhitneyu_stat_snizh=7182.500, mannwhitneyu_p_snizh=0.865 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BDEV.L: wilcoxon_stat=3644.000, wilcoxon_p=0.470 mannwhitneyu_stat=7668.500, mannwhitneyu_p=0.401 wilcoxon_stat_rost=7668.500, wilcoxon_p_rost=0.401 mannwhitneyu_stat_rost=7668.500, mannwhitneyu_p_rost=0.401 wilcoxon_stat_snizh=7668.500, wilcoxon_p_snizh=0.600 mannwhitneyu_stat_snizh=7668.500, mannwhitneyu_p_snizh=0.600 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BBGI.L: wilcoxon_stat=3863.500, wilcoxon_p=0.977 mannwhitneyu_stat=7617.000, mannwhitneyu_p=0.366 wilcoxon_stat_rost=7617.000, wilcoxon_p_rost=0.366 mannwhitneyu_stat_rost=7617.000, mannwhitneyu_p_rost=0.366 wilcoxon_stat_snizh=7617.000, wilcoxon_p_snizh=0.634 mannwhitneyu_stat_snizh=7617.000, mannwhitneyu_p_snizh=0.634 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BEZ.L: wilcoxon_stat=3693.000, wilcoxon_p=0.547 mannwhitneyu_stat=7694.000, mannwhitneyu_p=0.418 wilcoxon_stat_rost=7694.000, wilcoxon_p_rost=0.418 mannwhitneyu_stat_rost=7694.000, mannwhitneyu_p_rost=0.418 wilcoxon_stat_snizh=7694.000, wilcoxon_p_snizh=0.582 mannwhitneyu_stat_snizh=7694.000, mannwhitneyu_p_snizh=0.582 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BWY.L: wilcoxon_stat=3694.000, wilcoxon_p=0.549 mannwhitneyu_stat=7562.000, mannwhitneyu_p=0.331 wilcoxon_stat_rost=7562.000, wilcoxon_p_rost=0.331 mannwhitneyu_stat_rost=7562.000, mannwhitneyu_p_rost=0.331 wilcoxon_stat_snizh=7562.000, wilcoxon_p_snizh=0.670 mannwhitneyu_stat_snizh=7562.000, mannwhitneyu_p_snizh=0.670 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BKG.L: wilcoxon_stat=3897.000, wilcoxon_p=0.921 mannwhitneyu_stat=7710.000, mannwhitneyu_p=0.429 wilcoxon_stat_rost=7710.000, wilcoxon_p_rost=0.429 mannwhitneyu_stat_rost=7710.000, mannwhitneyu_p_rost=0.429 wilcoxon_stat_snizh=7710.000, wilcoxon_p_snizh=0.571 mannwhitneyu_stat_snizh=7710.000, mannwhitneyu_p_snizh=0.571 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BYG.L: wilcoxon_stat=3617.000, wilcoxon_p=0.430 mannwhitneyu_stat=7546.500, mannwhitneyu_p=0.321 wilcoxon_stat_rost=7546.500, wilcoxon_p_rost=0.321 mannwhitneyu_stat_rost=7546.500, mannwhitneyu_p_rost=0.321 wilcoxon_stat_snizh=7546.500, wilcoxon_p_snizh=0.679 mannwhitneyu_stat_snizh=7546.500, mannwhitneyu_p_snizh=0.679 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BRSC.L: wilcoxon_stat=3574.000, wilcoxon_p=0.453 mannwhitneyu_stat=7268.000, mannwhitneyu_p=0.171 wilcoxon_stat_rost=7268.000, wilcoxon_p_rost=0.171 mannwhitneyu_stat_rost=7268.000, mannwhitneyu_p_rost=0.171 wilcoxon_stat_snizh=7268.000, wilcoxon_p_snizh=0.830 mannwhitneyu_stat_snizh=7268.000, mannwhitneyu_p_snizh=0.830 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BOY.L: wilcoxon_stat=3240.000, wilcoxon_p=0.086 mannwhitneyu_stat=6404.000, mannwhitneyu_p=0.007 wilcoxon_stat_rost=6404.000, wilcoxon_p_rost=0.007 mannwhitneyu_stat_rost=6404.000, mannwhitneyu_p_rost=0.007 wilcoxon_stat_snizh=6404.000, wilcoxon_p_snizh=0.993 mannwhitneyu_stat_snizh=6404.000, mannwhitneyu_p_snizh=0.993 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BP.L: wilcoxon_stat=3377.000, wilcoxon_p=0.167 mannwhitneyu_stat=7049.000, mannwhitneyu_p=0.091 wilcoxon_stat_rost=7049.000, wilcoxon_p_rost=0.091 mannwhitneyu_stat_rost=7049.000, mannwhitneyu_p_rost=0.091 wilcoxon_stat_snizh=7049.000, wilcoxon_p_snizh=0.909 mannwhitneyu_stat_snizh=7049.000, mannwhitneyu_p_snizh=0.909 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BATS.L: wilcoxon_stat=3772.000, wilcoxon_p=0.683 mannwhitneyu_stat=7677.000, mannwhitneyu_p=0.407 wilcoxon_stat_rost=7677.000, wilcoxon_p_rost=0.407 mannwhitneyu_stat_rost=7677.000, mannwhitneyu_p_rost=0.407 wilcoxon_stat_snizh=7677.000, wilcoxon_p_snizh=0.594 mannwhitneyu_stat_snizh=7677.000, mannwhitneyu_p_snizh=0.594 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BLND.L: wilcoxon_stat=3310.000, wilcoxon_p=0.122 mannwhitneyu_stat=6842.000, mannwhitneyu_p=0.045 wilcoxon_stat_rost=6842.000, wilcoxon_p_rost=0.045 mannwhitneyu_stat_rost=6842.000, mannwhitneyu_p_rost=0.045 wilcoxon_stat_snizh=6842.000, wilcoxon_p_snizh=0.955 mannwhitneyu_stat_snizh=6842.000, mannwhitneyu_p_snizh=0.955 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BRW.L: wilcoxon_stat=3525.000, wilcoxon_p=0.309 mannwhitneyu_stat=7207.000, mannwhitneyu_p=0.145 wilcoxon_stat_rost=7207.000, wilcoxon_p_rost=0.145 mannwhitneyu_stat_rost=7207.000, mannwhitneyu_p_rost=0.145 wilcoxon_stat_snizh=7207.000, wilcoxon_p_snizh=0.855 mannwhitneyu_stat_snizh=7207.000, mannwhitneyu_p_snizh=0.855 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BVIC.L: wilcoxon_stat=3697.000, wilcoxon_p=0.553 mannwhitneyu_stat=7554.000, mannwhitneyu_p=0.326 wilcoxon_stat_rost=7554.000, wilcoxon_p_rost=0.326 mannwhitneyu_stat_rost=7554.000, mannwhitneyu_p_rost=0.326 wilcoxon_stat_snizh=7554.000, wilcoxon_p_snizh=0.675 mannwhitneyu_stat_snizh=7554.000, mannwhitneyu_p_snizh=0.675 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BNZL.L: wilcoxon_stat=3656.000, wilcoxon_p=0.488 mannwhitneyu_stat=7477.000, mannwhitneyu_p=0.279 wilcoxon_stat_rost=8148.000, wilcoxon_p_rost=0.722 mannwhitneyu_stat_rost=8148.000, mannwhitneyu_p_rost=0.722 wilcoxon_stat_snizh=8148.000, wilcoxon_p_snizh=0.279 mannwhitneyu_stat_snizh=8148.000, mannwhitneyu_p_snizh=0.279 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BRBY.L: wilcoxon_stat=3487.000, wilcoxon_p=0.267 mannwhitneyu_stat=7270.000, mannwhitneyu_p=0.172 wilcoxon_stat_rost=7270.000, wilcoxon_p_rost=0.172 mannwhitneyu_stat_rost=7270.000, mannwhitneyu_p_rost=0.172 wilcoxon_stat_snizh=7270.000, wilcoxon_p_snizh=0.829 mannwhitneyu_stat_snizh=7270.000, mannwhitneyu_p_snizh=0.829 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CNE.L: wilcoxon_stat=3729.000, wilcoxon_p=0.607 mannwhitneyu_stat=7528.000, mannwhitneyu_p=0.310 wilcoxon_stat_rost=7528.000, wilcoxon_p_rost=0.310 mannwhitneyu_stat_rost=7528.000, mannwhitneyu_p_rost=0.310 wilcoxon_stat_snizh=7528.000, wilcoxon_p_snizh=0.691 mannwhitneyu_stat_snizh=7528.000, mannwhitneyu_p_snizh=0.691 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CLDN.L: wilcoxon_stat=3646.000, wilcoxon_p=0.473 mannwhitneyu_stat=7106.000, mannwhitneyu_p=0.108 wilcoxon_stat_rost=7106.000, wilcoxon_p_rost=0.108 mannwhitneyu_stat_rost=7106.000, mannwhitneyu_p_rost=0.108 wilcoxon_stat_snizh=7106.000, wilcoxon_p_snizh=0.892 mannwhitneyu_stat_snizh=7106.000, mannwhitneyu_p_snizh=0.892 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CAPC.L: wilcoxon_stat=3429.000, wilcoxon_p=0.210 mannwhitneyu_stat=7204.000, mannwhitneyu_p=0.144 wilcoxon_stat_rost=7204.000, wilcoxon_p_rost=0.144 mannwhitneyu_stat_rost=7204.000, mannwhitneyu_p_rost=0.144 wilcoxon_stat_snizh=7204.000, wilcoxon_p_snizh=0.857 mannwhitneyu_stat_snizh=7204.000, mannwhitneyu_p_snizh=0.857 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CPI.L: wilcoxon_stat=3482.000, wilcoxon_p=0.262 mannwhitneyu_stat=7063.000, mannwhitneyu_p=0.095 wilcoxon_stat_rost=7063.000, wilcoxon_p_rost=0.095 mannwhitneyu_stat_rost=7063.000, mannwhitneyu_p_rost=0.095 wilcoxon_stat_snizh=7063.000, wilcoxon_p_snizh=0.905 mannwhitneyu_stat_snizh=7063.000, mannwhitneyu_p_snizh=0.905 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CARD.L: wilcoxon_stat=3420.000, wilcoxon_p=0.257 mannwhitneyu_stat=7051.000, mannwhitneyu_p=0.092 wilcoxon_stat_rost=7051.000, wilcoxon_p_rost=0.092 mannwhitneyu_stat_rost=7051.000, mannwhitneyu_p_rost=0.092 wilcoxon_stat_snizh=7051.000, wilcoxon_p_snizh=0.909 mannwhitneyu_stat_snizh=7051.000, mannwhitneyu_p_snizh=0.909 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CCL.L: wilcoxon_stat=3389.000, wilcoxon_p=0.177 mannwhitneyu_stat=6798.000, mannwhitneyu_p=0.038 wilcoxon_stat_rost=6798.000, wilcoxon_p_rost=0.038 mannwhitneyu_stat_rost=6798.000, mannwhitneyu_p_rost=0.038 wilcoxon_stat_snizh=6798.000, wilcoxon_p_snizh=0.962 mannwhitneyu_stat_snizh=6798.000, mannwhitneyu_p_snizh=0.962 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CEY.L: wilcoxon_stat=3173.000, wilcoxon_p=0.060 mannwhitneyu_stat=6747.000, mannwhitneyu_p=0.031 wilcoxon_stat_rost=8878.000, wilcoxon_p_rost=0.969 mannwhitneyu_stat_rost=8878.000, mannwhitneyu_p_rost=0.969 wilcoxon_stat_snizh=8878.000, wilcoxon_p_snizh=0.031 mannwhitneyu_stat_snizh=8878.000, mannwhitneyu_p_snizh=0.031 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably different distributions mannwhitneyu_snizh probably different distributions ================================================================== CNA.L: wilcoxon_stat=3416.000, wilcoxon_p=0.199 mannwhitneyu_stat=6976.000, mannwhitneyu_p=0.072 wilcoxon_stat_rost=6976.000, wilcoxon_p_rost=0.072 mannwhitneyu_stat_rost=6976.000, mannwhitneyu_p_rost=0.072 wilcoxon_stat_snizh=6976.000, wilcoxon_p_snizh=0.928 mannwhitneyu_stat_snizh=6976.000, mannwhitneyu_p_snizh=0.928 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CINE.L: wilcoxon_stat=3199.000, wilcoxon_p=0.069 mannwhitneyu_stat=6737.000, mannwhitneyu_p=0.030 wilcoxon_stat_rost=6737.000, wilcoxon_p_rost=0.030 mannwhitneyu_stat_rost=6737.000, mannwhitneyu_p_rost=0.030 wilcoxon_stat_snizh=6737.000, wilcoxon_p_snizh=0.970 mannwhitneyu_stat_snizh=6737.000, mannwhitneyu_p_snizh=0.970 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CTY.L: wilcoxon_stat=3590.000, wilcoxon_p=0.477 mannwhitneyu_stat=7454.000, mannwhitneyu_p=0.266 wilcoxon_stat_rost=7454.000, wilcoxon_p_rost=0.266 mannwhitneyu_stat_rost=7454.000, mannwhitneyu_p_rost=0.266 wilcoxon_stat_snizh=7454.000, wilcoxon_p_snizh=0.735 mannwhitneyu_stat_snizh=7454.000, mannwhitneyu_p_snizh=0.735 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CKN.L: wilcoxon_stat=3292.000, wilcoxon_p=0.146 mannwhitneyu_stat=6591.500, mannwhitneyu_p=0.016 wilcoxon_stat_rost=6591.500, wilcoxon_p_rost=0.016 mannwhitneyu_stat_rost=6591.500, mannwhitneyu_p_rost=0.016 wilcoxon_stat_snizh=6591.500, wilcoxon_p_snizh=0.984 mannwhitneyu_stat_snizh=6591.500, mannwhitneyu_p_snizh=0.984 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CBG.L: wilcoxon_stat=3320.000, wilcoxon_p=0.128 mannwhitneyu_stat=6899.000, mannwhitneyu_p=0.055 wilcoxon_stat_rost=6899.000, wilcoxon_p_rost=0.055 mannwhitneyu_stat_rost=6899.000, mannwhitneyu_p_rost=0.055 wilcoxon_stat_snizh=6899.000, wilcoxon_p_snizh=0.945 mannwhitneyu_stat_snizh=6899.000, mannwhitneyu_p_snizh=0.945 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CLI.L: wilcoxon_stat=3599.000, wilcoxon_p=0.491 mannwhitneyu_stat=7318.500, mannwhitneyu_p=0.194 wilcoxon_stat_rost=7318.500, wilcoxon_p_rost=0.194 mannwhitneyu_stat_rost=7318.500, mannwhitneyu_p_rost=0.194 wilcoxon_stat_snizh=7318.500, wilcoxon_p_snizh=0.807 mannwhitneyu_stat_snizh=7318.500, mannwhitneyu_p_snizh=0.807 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== COA.L: wilcoxon_stat=3848.000, wilcoxon_p=0.825 mannwhitneyu_stat=7568.000, mannwhitneyu_p=0.335 wilcoxon_stat_rost=7568.000, wilcoxon_p_rost=0.335 mannwhitneyu_stat_rost=7568.000, mannwhitneyu_p_rost=0.335 wilcoxon_stat_snizh=7568.000, wilcoxon_p_snizh=0.666 mannwhitneyu_stat_snizh=7568.000, mannwhitneyu_p_snizh=0.666 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CCH.L: wilcoxon_stat=3768.000, wilcoxon_p=0.676 mannwhitneyu_stat=7522.000, mannwhitneyu_p=0.306 wilcoxon_stat_rost=7522.000, wilcoxon_p_rost=0.306 mannwhitneyu_stat_rost=7522.000, mannwhitneyu_p_rost=0.306 wilcoxon_stat_snizh=7522.000, wilcoxon_p_snizh=0.695 mannwhitneyu_stat_snizh=7522.000, mannwhitneyu_p_snizh=0.695 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CPG.L: wilcoxon_stat=3391.000, wilcoxon_p=0.178 mannwhitneyu_stat=7069.000, mannwhitneyu_p=0.097 wilcoxon_stat_rost=7069.000, wilcoxon_p_rost=0.097 mannwhitneyu_stat_rost=7069.000, mannwhitneyu_p_rost=0.097 wilcoxon_stat_snizh=7069.000, wilcoxon_p_snizh=0.903 mannwhitneyu_stat_snizh=7069.000, mannwhitneyu_p_snizh=0.903 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CCC.L: wilcoxon_stat=3930.000, wilcoxon_p=0.985 mannwhitneyu_stat=7742.500, mannwhitneyu_p=0.452 wilcoxon_stat_rost=7742.500, wilcoxon_p_rost=0.452 mannwhitneyu_stat_rost=7742.500, mannwhitneyu_p_rost=0.452 wilcoxon_stat_snizh=7742.500, wilcoxon_p_snizh=0.549 mannwhitneyu_stat_snizh=7742.500, mannwhitneyu_p_snizh=0.549 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== GLO.L: wilcoxon_stat=3607.500, wilcoxon_p=0.505 mannwhitneyu_stat=7061.000, mannwhitneyu_p=0.094 wilcoxon_stat_rost=7061.000, wilcoxon_p_rost=0.094 mannwhitneyu_stat_rost=7061.000, mannwhitneyu_p_rost=0.094 wilcoxon_stat_snizh=7061.000, wilcoxon_p_snizh=0.906 mannwhitneyu_stat_snizh=7061.000, mannwhitneyu_p_snizh=0.906 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CTEC.L: wilcoxon_stat=3760.000, wilcoxon_p=0.662 mannwhitneyu_stat=7423.500, mannwhitneyu_p=0.248 wilcoxon_stat_rost=7423.500, wilcoxon_p_rost=0.248 mannwhitneyu_stat_rost=7423.500, mannwhitneyu_p_rost=0.248 wilcoxon_stat_snizh=7423.500, wilcoxon_p_snizh=0.752 mannwhitneyu_stat_snizh=7423.500, mannwhitneyu_p_snizh=0.752 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CSP.L: wilcoxon_stat=3697.000, wilcoxon_p=0.553 mannwhitneyu_stat=7609.000, mannwhitneyu_p=0.361 wilcoxon_stat_rost=7609.000, wilcoxon_p_rost=0.361 mannwhitneyu_stat_rost=7609.000, mannwhitneyu_p_rost=0.361 wilcoxon_stat_snizh=7609.000, wilcoxon_p_snizh=0.639 mannwhitneyu_stat_snizh=7609.000, mannwhitneyu_p_snizh=0.639 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CWK.L: wilcoxon_stat=3830.000, wilcoxon_p=0.791 mannwhitneyu_stat=7400.000, mannwhitneyu_p=0.236 wilcoxon_stat_rost=8225.000, wilcoxon_p_rost=0.765 mannwhitneyu_stat_rost=8225.000, mannwhitneyu_p_rost=0.765 wilcoxon_stat_snizh=8225.000, wilcoxon_p_snizh=0.236 mannwhitneyu_stat_snizh=8225.000, mannwhitneyu_p_snizh=0.236 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CRST.L: wilcoxon_stat=3507.000, wilcoxon_p=0.289 mannwhitneyu_stat=7034.000, mannwhitneyu_p=0.087 wilcoxon_stat_rost=7034.000, wilcoxon_p_rost=0.087 mannwhitneyu_stat_rost=7034.000, mannwhitneyu_p_rost=0.087 wilcoxon_stat_snizh=7034.000, wilcoxon_p_snizh=0.914 mannwhitneyu_stat_snizh=7034.000, mannwhitneyu_p_snizh=0.914 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CRH.L: wilcoxon_stat=3683.000, wilcoxon_p=0.531 mannwhitneyu_stat=7429.000, mannwhitneyu_p=0.251 wilcoxon_stat_rost=7429.000, wilcoxon_p_rost=0.251 mannwhitneyu_stat_rost=7429.000, mannwhitneyu_p_rost=0.251 wilcoxon_stat_snizh=7429.000, wilcoxon_p_snizh=0.749 mannwhitneyu_stat_snizh=7429.000, mannwhitneyu_p_snizh=0.749 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CRDA.L: wilcoxon_stat=3893.000, wilcoxon_p=0.913 mannwhitneyu_stat=7803.500, mannwhitneyu_p=0.494 wilcoxon_stat_rost=7803.500, wilcoxon_p_rost=0.494 mannwhitneyu_stat_rost=7803.500, mannwhitneyu_p_rost=0.494 wilcoxon_stat_snizh=7803.500, wilcoxon_p_snizh=0.507 mannwhitneyu_stat_snizh=7803.500, mannwhitneyu_p_snizh=0.507 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== DCC.L: wilcoxon_stat=3834.000, wilcoxon_p=0.799 mannwhitneyu_stat=7533.000, mannwhitneyu_p=0.313 wilcoxon_stat_rost=7533.000, wilcoxon_p_rost=0.313 mannwhitneyu_stat_rost=7533.000, mannwhitneyu_p_rost=0.313 wilcoxon_stat_snizh=7533.000, wilcoxon_p_snizh=0.688 mannwhitneyu_stat_snizh=7533.000, mannwhitneyu_p_snizh=0.688 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== DPH.L: wilcoxon_stat=3752.000, wilcoxon_p=0.648 mannwhitneyu_stat=7338.500, mannwhitneyu_p=0.204 wilcoxon_stat_rost=7338.500, wilcoxon_p_rost=0.204 mannwhitneyu_stat_rost=7338.500, mannwhitneyu_p_rost=0.204 wilcoxon_stat_snizh=7338.500, wilcoxon_p_snizh=0.797 mannwhitneyu_stat_snizh=7338.500, mannwhitneyu_p_snizh=0.797 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== DLN.L: wilcoxon_stat=3343.000, wilcoxon_p=0.143 mannwhitneyu_stat=7099.000, mannwhitneyu_p=0.106 wilcoxon_stat_rost=7099.000, wilcoxon_p_rost=0.106 mannwhitneyu_stat_rost=7099.000, mannwhitneyu_p_rost=0.106 wilcoxon_stat_snizh=7099.000, wilcoxon_p_snizh=0.894 mannwhitneyu_stat_snizh=7099.000, mannwhitneyu_p_snizh=0.894 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== DGE.L: wilcoxon_stat=3575.000, wilcoxon_p=0.372 mannwhitneyu_stat=7144.000, mannwhitneyu_p=0.121 wilcoxon_stat_rost=7144.000, wilcoxon_p_rost=0.121 mannwhitneyu_stat_rost=7144.000, mannwhitneyu_p_rost=0.121 wilcoxon_stat_snizh=7144.000, wilcoxon_p_snizh=0.879 mannwhitneyu_stat_snizh=7144.000, mannwhitneyu_p_snizh=0.879 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== DPLM.L: wilcoxon_stat=3500.000, wilcoxon_p=0.281 mannwhitneyu_stat=7139.500, mannwhitneyu_p=0.120 wilcoxon_stat_rost=7139.500, wilcoxon_p_rost=0.120 mannwhitneyu_stat_rost=7139.500, mannwhitneyu_p_rost=0.120 wilcoxon_stat_snizh=7139.500, wilcoxon_p_snizh=0.881 mannwhitneyu_stat_snizh=7139.500, mannwhitneyu_p_snizh=0.881 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== DLG.L: wilcoxon_stat=3935.000, wilcoxon_p=0.995 mannwhitneyu_stat=7602.500, mannwhitneyu_p=0.357 wilcoxon_stat_rost=8022.500, wilcoxon_p_rost=0.644 mannwhitneyu_stat_rost=8022.500, mannwhitneyu_p_rost=0.644 wilcoxon_stat_snizh=8022.500, wilcoxon_p_snizh=0.357 mannwhitneyu_stat_snizh=8022.500, mannwhitneyu_p_snizh=0.357 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== DOM.L: wilcoxon_stat=3622.000, wilcoxon_p=0.528 mannwhitneyu_stat=7281.000, mannwhitneyu_p=0.176 wilcoxon_stat_rost=7281.000, wilcoxon_p_rost=0.176 mannwhitneyu_stat_rost=7281.000, mannwhitneyu_p_rost=0.176 wilcoxon_stat_snizh=7281.000, wilcoxon_p_snizh=0.824 mannwhitneyu_stat_snizh=7281.000, mannwhitneyu_p_snizh=0.824 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== DRX.L: wilcoxon_stat=3609.000, wilcoxon_p=0.418 mannwhitneyu_stat=7035.000, mannwhitneyu_p=0.087 wilcoxon_stat_rost=7035.000, wilcoxon_p_rost=0.087 mannwhitneyu_stat_rost=7035.000, mannwhitneyu_p_rost=0.087 wilcoxon_stat_snizh=7035.000, wilcoxon_p_snizh=0.913 mannwhitneyu_stat_snizh=7035.000, mannwhitneyu_p_snizh=0.913 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== DNLM.L: wilcoxon_stat=3788.000, wilcoxon_p=0.713 mannwhitneyu_stat=7653.500, mannwhitneyu_p=0.391 wilcoxon_stat_rost=7653.500, wilcoxon_p_rost=0.391 mannwhitneyu_stat_rost=7653.500, mannwhitneyu_p_rost=0.391 wilcoxon_stat_snizh=7653.500, wilcoxon_p_snizh=0.610 mannwhitneyu_stat_snizh=7653.500, mannwhitneyu_p_snizh=0.610 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== EZJ.L: wilcoxon_stat=3403.000, wilcoxon_p=0.188 mannwhitneyu_stat=7091.000, mannwhitneyu_p=0.104 wilcoxon_stat_rost=7091.000, wilcoxon_p_rost=0.104 mannwhitneyu_stat_rost=7091.000, mannwhitneyu_p_rost=0.104 wilcoxon_stat_snizh=7091.000, wilcoxon_p_snizh=0.897 mannwhitneyu_stat_snizh=7091.000, mannwhitneyu_p_snizh=0.897 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== EDIN.L: wilcoxon_stat=3532.000, wilcoxon_p=0.318 mannwhitneyu_stat=7044.500, mannwhitneyu_p=0.090 wilcoxon_stat_rost=7044.500, wilcoxon_p_rost=0.090 mannwhitneyu_stat_rost=7044.500, mannwhitneyu_p_rost=0.090 wilcoxon_stat_snizh=7044.500, wilcoxon_p_snizh=0.911 mannwhitneyu_stat_snizh=7044.500, mannwhitneyu_p_snizh=0.911 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ECM.L: wilcoxon_stat=3773.000, wilcoxon_p=0.685 mannwhitneyu_stat=7560.000, mannwhitneyu_p=0.330 wilcoxon_stat_rost=7560.000, wilcoxon_p_rost=0.330 mannwhitneyu_stat_rost=7560.000, mannwhitneyu_p_rost=0.330 wilcoxon_stat_snizh=7560.000, wilcoxon_p_snizh=0.671 mannwhitneyu_stat_snizh=7560.000, mannwhitneyu_p_snizh=0.671 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ELM.L: wilcoxon_stat=3002.000, wilcoxon_p=0.021 mannwhitneyu_stat=6469.000, mannwhitneyu_p=0.009 wilcoxon_stat_rost=6469.000, wilcoxon_p_rost=0.009 mannwhitneyu_stat_rost=6469.000, mannwhitneyu_p_rost=0.009 wilcoxon_stat_snizh=6469.000, wilcoxon_p_snizh=0.991 mannwhitneyu_stat_snizh=6469.000, mannwhitneyu_p_snizh=0.991 wilcoxon probably different distributions mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ENOG.L: wilcoxon_stat=3490.000, wilcoxon_p=0.270 mannwhitneyu_stat=6892.000, mannwhitneyu_p=0.054 wilcoxon_stat_rost=6892.000, wilcoxon_p_rost=0.054 mannwhitneyu_stat_rost=6892.000, mannwhitneyu_p_rost=0.054 wilcoxon_stat_snizh=6892.000, wilcoxon_p_snizh=0.946 mannwhitneyu_stat_snizh=6892.000, mannwhitneyu_p_snizh=0.946 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ESNT.L: wilcoxon_stat=3646.000, wilcoxon_p=0.473 mannwhitneyu_stat=7208.000, mannwhitneyu_p=0.145 wilcoxon_stat_rost=7208.000, wilcoxon_p_rost=0.145 mannwhitneyu_stat_rost=7208.000, mannwhitneyu_p_rost=0.145 wilcoxon_stat_snizh=7208.000, wilcoxon_p_snizh=0.855 mannwhitneyu_stat_snizh=7208.000, mannwhitneyu_p_snizh=0.855 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ERM.L: wilcoxon_stat=3496.000, wilcoxon_p=0.345 mannwhitneyu_stat=7227.000, mannwhitneyu_p=0.153 wilcoxon_stat_rost=7227.000, wilcoxon_p_rost=0.153 mannwhitneyu_stat_rost=7227.000, mannwhitneyu_p_rost=0.153 wilcoxon_stat_snizh=7227.000, wilcoxon_p_snizh=0.847 mannwhitneyu_stat_snizh=7227.000, mannwhitneyu_p_snizh=0.847 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== EVR.L: wilcoxon_stat=3515.000, wilcoxon_p=0.298 mannwhitneyu_stat=7366.000, mannwhitneyu_p=0.218 wilcoxon_stat_rost=7366.000, wilcoxon_p_rost=0.218 mannwhitneyu_stat_rost=7366.000, mannwhitneyu_p_rost=0.218 wilcoxon_stat_snizh=7366.000, wilcoxon_p_snizh=0.783 mannwhitneyu_stat_snizh=7366.000, mannwhitneyu_p_snizh=0.783 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== EXPN.L: wilcoxon_stat=3680.000, wilcoxon_p=0.526 mannwhitneyu_stat=7469.500, mannwhitneyu_p=0.275 wilcoxon_stat_rost=8155.500, wilcoxon_p_rost=0.726 mannwhitneyu_stat_rost=8155.500, mannwhitneyu_p_rost=0.726 wilcoxon_stat_snizh=8155.500, wilcoxon_p_snizh=0.275 mannwhitneyu_stat_snizh=8155.500, mannwhitneyu_p_snizh=0.275 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== FDM.L: wilcoxon_stat=3914.000, wilcoxon_p=0.954 mannwhitneyu_stat=7751.500, mannwhitneyu_p=0.458 wilcoxon_stat_rost=7873.500, wilcoxon_p_rost=0.543 mannwhitneyu_stat_rost=7873.500, mannwhitneyu_p_rost=0.543 wilcoxon_stat_snizh=7873.500, wilcoxon_p_snizh=0.458 mannwhitneyu_stat_snizh=7873.500, mannwhitneyu_p_snizh=0.458 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== FERG.L: wilcoxon_stat=3775.000, wilcoxon_p=0.689 mannwhitneyu_stat=7668.000, mannwhitneyu_p=0.401 wilcoxon_stat_rost=7668.000, wilcoxon_p_rost=0.401 mannwhitneyu_stat_rost=7668.000, mannwhitneyu_p_rost=0.401 wilcoxon_stat_snizh=7668.000, wilcoxon_p_snizh=0.600 mannwhitneyu_stat_snizh=7668.000, mannwhitneyu_p_snizh=0.600 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== FXPO.L: wilcoxon_stat=3691.000, wilcoxon_p=0.544 mannwhitneyu_stat=7494.000, mannwhitneyu_p=0.289 wilcoxon_stat_rost=7494.000, wilcoxon_p_rost=0.289 mannwhitneyu_stat_rost=7494.000, mannwhitneyu_p_rost=0.289 wilcoxon_stat_snizh=7494.000, wilcoxon_p_snizh=0.712 mannwhitneyu_stat_snizh=7494.000, mannwhitneyu_p_snizh=0.712 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== FEV.L: wilcoxon_stat=3906.000, wilcoxon_p=0.938 mannwhitneyu_stat=7548.500, mannwhitneyu_p=0.322 wilcoxon_stat_rost=8076.500, wilcoxon_p_rost=0.678 mannwhitneyu_stat_rost=8076.500, mannwhitneyu_p_rost=0.678 wilcoxon_stat_snizh=8076.500, wilcoxon_p_snizh=0.322 mannwhitneyu_stat_snizh=8076.500, mannwhitneyu_p_snizh=0.322 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== FSV.L: wilcoxon_stat=3278.000, wilcoxon_p=0.104 mannwhitneyu_stat=6523.500, mannwhitneyu_p=0.012 wilcoxon_stat_rost=6523.500, wilcoxon_p_rost=0.012 mannwhitneyu_stat_rost=6523.500, mannwhitneyu_p_rost=0.012 wilcoxon_stat_snizh=6523.500, wilcoxon_p_snizh=0.988 mannwhitneyu_stat_snizh=6523.500, mannwhitneyu_p_snizh=0.988 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== FCSS.L: wilcoxon_stat=3710.500, wilcoxon_p=0.576 mannwhitneyu_stat=7372.500, mannwhitneyu_p=0.221 wilcoxon_stat_rost=8252.500, wilcoxon_p_rost=0.780 mannwhitneyu_stat_rost=8252.500, mannwhitneyu_p_rost=0.780 wilcoxon_stat_snizh=8252.500, wilcoxon_p_snizh=0.221 mannwhitneyu_stat_snizh=8252.500, mannwhitneyu_p_snizh=0.221 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== FGT.L: wilcoxon_stat=3926.000, wilcoxon_p=0.977 mannwhitneyu_stat=7716.000, mannwhitneyu_p=0.433 wilcoxon_stat_rost=7909.000, wilcoxon_p_rost=0.567 mannwhitneyu_stat_rost=7909.000, mannwhitneyu_p_rost=0.567 wilcoxon_stat_snizh=7909.000, wilcoxon_p_snizh=0.433 mannwhitneyu_stat_snizh=7909.000, mannwhitneyu_p_snizh=0.433 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== FGP.L: wilcoxon_stat=3678.000, wilcoxon_p=0.523 mannwhitneyu_stat=7621.000, mannwhitneyu_p=0.369 wilcoxon_stat_rost=7621.000, wilcoxon_p_rost=0.369 mannwhitneyu_stat_rost=7621.000, mannwhitneyu_p_rost=0.369 wilcoxon_stat_snizh=7621.000, wilcoxon_p_snizh=0.632 mannwhitneyu_stat_snizh=7621.000, mannwhitneyu_p_snizh=0.632 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== FSJ.L: wilcoxon_stat=3668.000, wilcoxon_p=0.606 mannwhitneyu_stat=7651.500, mannwhitneyu_p=0.389 wilcoxon_stat_rost=7651.500, wilcoxon_p_rost=0.389 mannwhitneyu_stat_rost=7651.500, mannwhitneyu_p_rost=0.389 wilcoxon_stat_snizh=7651.500, wilcoxon_p_snizh=0.611 mannwhitneyu_stat_snizh=7651.500, mannwhitneyu_p_snizh=0.611 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== FRES.L: wilcoxon_stat=3366.000, wilcoxon_p=0.159 mannwhitneyu_stat=7013.000, mannwhitneyu_p=0.081 wilcoxon_stat_rost=8612.000, wilcoxon_p_rost=0.919 mannwhitneyu_stat_rost=8612.000, mannwhitneyu_p_rost=0.919 wilcoxon_stat_snizh=8612.000, wilcoxon_p_snizh=0.081 mannwhitneyu_stat_snizh=8612.000, mannwhitneyu_p_snizh=0.081 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== GFRD.L: wilcoxon_stat=3917.000, wilcoxon_p=0.960 mannwhitneyu_stat=7473.000, mannwhitneyu_p=0.277 wilcoxon_stat_rost=7473.000, wilcoxon_p_rost=0.277 mannwhitneyu_stat_rost=7473.000, mannwhitneyu_p_rost=0.277 wilcoxon_stat_snizh=7473.000, wilcoxon_p_snizh=0.724 mannwhitneyu_stat_snizh=7473.000, mannwhitneyu_p_snizh=0.724 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== GAW.L: wilcoxon_stat=3623.000, wilcoxon_p=0.438 mannwhitneyu_stat=7574.000, mannwhitneyu_p=0.339 wilcoxon_stat_rost=8051.000, wilcoxon_p_rost=0.662 mannwhitneyu_stat_rost=8051.000, mannwhitneyu_p_rost=0.662 wilcoxon_stat_snizh=8051.000, wilcoxon_p_snizh=0.339 mannwhitneyu_stat_snizh=8051.000, mannwhitneyu_p_snizh=0.339 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== GCP.L: wilcoxon_stat=3770.000, wilcoxon_p=0.793 mannwhitneyu_stat=7633.000, mannwhitneyu_p=0.377 wilcoxon_stat_rost=7633.000, wilcoxon_p_rost=0.377 mannwhitneyu_stat_rost=7633.000, mannwhitneyu_p_rost=0.377 wilcoxon_stat_snizh=7633.000, wilcoxon_p_snizh=0.624 mannwhitneyu_stat_snizh=7633.000, mannwhitneyu_p_snizh=0.624 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== GNS.L: wilcoxon_stat=3752.000, wilcoxon_p=0.648 mannwhitneyu_stat=7678.500, mannwhitneyu_p=0.408 wilcoxon_stat_rost=7678.500, wilcoxon_p_rost=0.408 mannwhitneyu_stat_rost=7678.500, mannwhitneyu_p_rost=0.408 wilcoxon_stat_snizh=7678.500, wilcoxon_p_snizh=0.593 mannwhitneyu_stat_snizh=7678.500, mannwhitneyu_p_snizh=0.593 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== GSK.L: wilcoxon_stat=3624.000, wilcoxon_p=0.440 mannwhitneyu_stat=7422.000, mannwhitneyu_p=0.248 wilcoxon_stat_rost=7422.000, wilcoxon_p_rost=0.248 mannwhitneyu_stat_rost=7422.000, mannwhitneyu_p_rost=0.248 wilcoxon_stat_snizh=7422.000, wilcoxon_p_snizh=0.753 mannwhitneyu_stat_snizh=7422.000, mannwhitneyu_p_snizh=0.753 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== GLEN.L: wilcoxon_stat=3399.000, wilcoxon_p=0.185 mannwhitneyu_stat=7338.000, mannwhitneyu_p=0.204 wilcoxon_stat_rost=7338.000, wilcoxon_p_rost=0.204 mannwhitneyu_stat_rost=7338.000, mannwhitneyu_p_rost=0.204 wilcoxon_stat_snizh=7338.000, wilcoxon_p_snizh=0.797 mannwhitneyu_stat_snizh=7338.000, mannwhitneyu_p_snizh=0.797 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== GOG.L: wilcoxon_stat=3388.000, wilcoxon_p=0.176 mannwhitneyu_stat=7156.000, mannwhitneyu_p=0.126 wilcoxon_stat_rost=7156.000, wilcoxon_p_rost=0.126 mannwhitneyu_stat_rost=7156.000, mannwhitneyu_p_rost=0.126 wilcoxon_stat_snizh=7156.000, wilcoxon_p_snizh=0.875 mannwhitneyu_stat_snizh=7156.000, mannwhitneyu_p_snizh=0.875 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== GFTU.L: wilcoxon_stat=3641.000, wilcoxon_p=0.465 mannwhitneyu_stat=7478.000, mannwhitneyu_p=0.280 wilcoxon_stat_rost=7478.000, wilcoxon_p_rost=0.280 mannwhitneyu_stat_rost=7478.000, mannwhitneyu_p_rost=0.280 wilcoxon_stat_snizh=7478.000, wilcoxon_p_snizh=0.721 mannwhitneyu_stat_snizh=7478.000, mannwhitneyu_p_snizh=0.721 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== GRI.L: wilcoxon_stat=3888.000, wilcoxon_p=0.903 mannwhitneyu_stat=7809.500, mannwhitneyu_p=0.498 wilcoxon_stat_rost=7815.500, wilcoxon_p_rost=0.502 mannwhitneyu_stat_rost=7815.500, mannwhitneyu_p_rost=0.502 wilcoxon_stat_snizh=7815.500, wilcoxon_p_snizh=0.498 mannwhitneyu_stat_snizh=7815.500, mannwhitneyu_p_snizh=0.498 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== UKW.L: wilcoxon_stat=3582.000, wilcoxon_p=0.465 mannwhitneyu_stat=7540.500, mannwhitneyu_p=0.317 wilcoxon_stat_rost=8084.500, wilcoxon_p_rost=0.683 mannwhitneyu_stat_rost=8084.500, mannwhitneyu_p_rost=0.683 wilcoxon_stat_snizh=8084.500, wilcoxon_p_snizh=0.317 mannwhitneyu_stat_snizh=8084.500, mannwhitneyu_p_snizh=0.317 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== GNC.L: wilcoxon_stat=3257.000, wilcoxon_p=0.094 mannwhitneyu_stat=6658.000, mannwhitneyu_p=0.022 wilcoxon_stat_rost=6658.000, wilcoxon_p_rost=0.022 mannwhitneyu_stat_rost=6658.000, mannwhitneyu_p_rost=0.022 wilcoxon_stat_snizh=6658.000, wilcoxon_p_snizh=0.978 mannwhitneyu_stat_snizh=6658.000, mannwhitneyu_p_snizh=0.978 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== GRG.L: wilcoxon_stat=3357.000, wilcoxon_p=0.153 mannwhitneyu_stat=6976.000, mannwhitneyu_p=0.072 wilcoxon_stat_rost=6976.000, wilcoxon_p_rost=0.072 mannwhitneyu_stat_rost=6976.000, mannwhitneyu_p_rost=0.072 wilcoxon_stat_snizh=6976.000, wilcoxon_p_snizh=0.928 mannwhitneyu_stat_snizh=6976.000, mannwhitneyu_p_snizh=0.928 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HFD.L: wilcoxon_stat=3550.000, wilcoxon_p=0.340 mannwhitneyu_stat=7025.000, mannwhitneyu_p=0.084 wilcoxon_stat_rost=7025.000, wilcoxon_p_rost=0.084 mannwhitneyu_stat_rost=7025.000, mannwhitneyu_p_rost=0.084 wilcoxon_stat_snizh=7025.000, wilcoxon_p_snizh=0.916 mannwhitneyu_stat_snizh=7025.000, mannwhitneyu_p_snizh=0.916 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HLMA.L: wilcoxon_stat=3831.000, wilcoxon_p=0.793 mannwhitneyu_stat=7800.500, mannwhitneyu_p=0.492 wilcoxon_stat_rost=7800.500, wilcoxon_p_rost=0.492 mannwhitneyu_stat_rost=7800.500, mannwhitneyu_p_rost=0.492 wilcoxon_stat_snizh=7800.500, wilcoxon_p_snizh=0.509 mannwhitneyu_stat_snizh=7800.500, mannwhitneyu_p_snizh=0.509 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HMSO.L: wilcoxon_stat=3114.000, wilcoxon_p=0.042 mannwhitneyu_stat=6310.500, mannwhitneyu_p=0.004 wilcoxon_stat_rost=6310.500, wilcoxon_p_rost=0.004 mannwhitneyu_stat_rost=6310.500, mannwhitneyu_p_rost=0.004 wilcoxon_stat_snizh=6310.500, wilcoxon_p_snizh=0.996 mannwhitneyu_stat_snizh=6310.500, mannwhitneyu_p_snizh=0.996 wilcoxon probably different distributions mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HVPE.L: wilcoxon_stat=3805.000, wilcoxon_p=0.744 mannwhitneyu_stat=7428.500, mannwhitneyu_p=0.251 wilcoxon_stat_rost=7428.500, wilcoxon_p_rost=0.251 mannwhitneyu_stat_rost=7428.500, mannwhitneyu_p_rost=0.251 wilcoxon_stat_snizh=7428.500, wilcoxon_p_snizh=0.749 mannwhitneyu_stat_snizh=7428.500, mannwhitneyu_p_snizh=0.749 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HL.L: wilcoxon_stat=3889.000, wilcoxon_p=0.905 mannwhitneyu_stat=7624.000, mannwhitneyu_p=0.371 wilcoxon_stat_rost=8001.000, wilcoxon_p_rost=0.630 mannwhitneyu_stat_rost=8001.000, mannwhitneyu_p_rost=0.630 wilcoxon_stat_snizh=8001.000, wilcoxon_p_snizh=0.371 mannwhitneyu_stat_snizh=8001.000, mannwhitneyu_p_snizh=0.371 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HAS.L: wilcoxon_stat=3345.000, wilcoxon_p=0.144 mannwhitneyu_stat=6807.000, mannwhitneyu_p=0.039 wilcoxon_stat_rost=6807.000, wilcoxon_p_rost=0.039 mannwhitneyu_stat_rost=6807.000, mannwhitneyu_p_rost=0.039 wilcoxon_stat_snizh=6807.000, wilcoxon_p_snizh=0.961 mannwhitneyu_stat_snizh=6807.000, mannwhitneyu_p_snizh=0.961 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HRI.L: wilcoxon_stat=3774.500, wilcoxon_p=0.802 mannwhitneyu_stat=7778.000, mannwhitneyu_p=0.476 wilcoxon_stat_rost=7847.000, wilcoxon_p_rost=0.524 mannwhitneyu_stat_rost=7847.000, mannwhitneyu_p_rost=0.524 wilcoxon_stat_snizh=7847.000, wilcoxon_p_snizh=0.476 mannwhitneyu_stat_snizh=7847.000, mannwhitneyu_p_snizh=0.476 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HGT.L: wilcoxon_stat=3737.000, wilcoxon_p=0.731 mannwhitneyu_stat=7671.000, mannwhitneyu_p=0.403 wilcoxon_stat_rost=7671.000, wilcoxon_p_rost=0.403 mannwhitneyu_stat_rost=7671.000, mannwhitneyu_p_rost=0.403 wilcoxon_stat_snizh=7671.000, wilcoxon_p_snizh=0.598 mannwhitneyu_stat_snizh=7671.000, mannwhitneyu_p_snizh=0.598 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HICL.L: wilcoxon_stat=3820.000, wilcoxon_p=0.772 mannwhitneyu_stat=7712.000, mannwhitneyu_p=0.431 wilcoxon_stat_rost=7913.000, wilcoxon_p_rost=0.570 mannwhitneyu_stat_rost=7913.000, mannwhitneyu_p_rost=0.570 wilcoxon_stat_snizh=7913.000, wilcoxon_p_snizh=0.431 mannwhitneyu_stat_snizh=7913.000, mannwhitneyu_p_snizh=0.431 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HIK.L: wilcoxon_stat=3673.000, wilcoxon_p=0.515 mannwhitneyu_stat=7475.000, mannwhitneyu_p=0.278 wilcoxon_stat_rost=8150.000, wilcoxon_p_rost=0.723 mannwhitneyu_stat_rost=8150.000, mannwhitneyu_p_rost=0.723 wilcoxon_stat_snizh=8150.000, wilcoxon_p_snizh=0.278 mannwhitneyu_stat_snizh=8150.000, mannwhitneyu_p_snizh=0.278 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HILS.L: wilcoxon_stat=3937.000, wilcoxon_p=0.999 mannwhitneyu_stat=7726.000, mannwhitneyu_p=0.440 wilcoxon_stat_rost=7726.000, wilcoxon_p_rost=0.440 mannwhitneyu_stat_rost=7726.000, mannwhitneyu_p_rost=0.440 wilcoxon_stat_snizh=7726.000, wilcoxon_p_snizh=0.560 mannwhitneyu_stat_snizh=7726.000, mannwhitneyu_p_snizh=0.560 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HFG.L: wilcoxon_stat=3753.000, wilcoxon_p=0.649 mannwhitneyu_stat=7716.000, mannwhitneyu_p=0.433 wilcoxon_stat_rost=7909.000, wilcoxon_p_rost=0.567 mannwhitneyu_stat_rost=7909.000, mannwhitneyu_p_rost=0.567 wilcoxon_stat_snizh=7909.000, wilcoxon_p_snizh=0.433 mannwhitneyu_stat_snizh=7909.000, mannwhitneyu_p_snizh=0.433 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HSX.L: wilcoxon_stat=3627.000, wilcoxon_p=0.444 mannwhitneyu_stat=7295.000, mannwhitneyu_p=0.183 wilcoxon_stat_rost=7295.000, wilcoxon_p_rost=0.183 mannwhitneyu_stat_rost=7295.000, mannwhitneyu_p_rost=0.183 wilcoxon_stat_snizh=7295.000, wilcoxon_p_snizh=0.818 mannwhitneyu_stat_snizh=7295.000, mannwhitneyu_p_snizh=0.818 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HOC.L: wilcoxon_stat=3683.000, wilcoxon_p=0.531 mannwhitneyu_stat=7570.500, mannwhitneyu_p=0.336 wilcoxon_stat_rost=8054.500, wilcoxon_p_rost=0.664 mannwhitneyu_stat_rost=8054.500, mannwhitneyu_p_rost=0.664 wilcoxon_stat_snizh=8054.500, wilcoxon_p_snizh=0.336 mannwhitneyu_stat_snizh=8054.500, mannwhitneyu_p_snizh=0.336 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HSV.L: wilcoxon_stat=3839.000, wilcoxon_p=0.808 mannwhitneyu_stat=7746.500, mannwhitneyu_p=0.454 wilcoxon_stat_rost=7878.500, wilcoxon_p_rost=0.546 mannwhitneyu_stat_rost=7878.500, mannwhitneyu_p_rost=0.546 wilcoxon_stat_snizh=7878.500, wilcoxon_p_snizh=0.454 mannwhitneyu_stat_snizh=7878.500, mannwhitneyu_p_snizh=0.454 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HWDN.L: wilcoxon_stat=3539.000, wilcoxon_p=0.326 mannwhitneyu_stat=7378.000, mannwhitneyu_p=0.224 wilcoxon_stat_rost=7378.000, wilcoxon_p_rost=0.224 mannwhitneyu_stat_rost=7378.000, mannwhitneyu_p_rost=0.224 wilcoxon_stat_snizh=7378.000, wilcoxon_p_snizh=0.777 mannwhitneyu_stat_snizh=7378.000, mannwhitneyu_p_snizh=0.777 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HSBA.L: wilcoxon_stat=3486.000, wilcoxon_p=0.266 mannwhitneyu_stat=7310.500, mannwhitneyu_p=0.190 wilcoxon_stat_rost=7310.500, wilcoxon_p_rost=0.190 mannwhitneyu_stat_rost=7310.500, mannwhitneyu_p_rost=0.190 wilcoxon_stat_snizh=7310.500, wilcoxon_p_snizh=0.810 mannwhitneyu_stat_snizh=7310.500, mannwhitneyu_p_snizh=0.810 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HTG.L: wilcoxon_stat=3480.000, wilcoxon_p=0.325 mannwhitneyu_stat=7265.500, mannwhitneyu_p=0.170 wilcoxon_stat_rost=7265.500, wilcoxon_p_rost=0.170 mannwhitneyu_stat_rost=7265.500, mannwhitneyu_p_rost=0.170 wilcoxon_stat_snizh=7265.500, wilcoxon_p_snizh=0.831 mannwhitneyu_stat_snizh=7265.500, mannwhitneyu_p_snizh=0.831 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== IBST.L: wilcoxon_stat=3670.000, wilcoxon_p=0.510 mannwhitneyu_stat=7383.000, mannwhitneyu_p=0.227 wilcoxon_stat_rost=7383.000, wilcoxon_p_rost=0.227 mannwhitneyu_stat_rost=7383.000, mannwhitneyu_p_rost=0.227 wilcoxon_stat_snizh=7383.000, wilcoxon_p_snizh=0.774 mannwhitneyu_stat_snizh=7383.000, mannwhitneyu_p_snizh=0.774 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== IGG.L: wilcoxon_stat=3597.000, wilcoxon_p=0.401 mannwhitneyu_stat=7197.500, mannwhitneyu_p=0.141 wilcoxon_stat_rost=8427.500, wilcoxon_p_rost=0.859 mannwhitneyu_stat_rost=8427.500, mannwhitneyu_p_rost=0.859 wilcoxon_stat_snizh=8427.500, wilcoxon_p_snizh=0.141 mannwhitneyu_stat_snizh=8427.500, mannwhitneyu_p_snizh=0.141 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== IMI.L: wilcoxon_stat=3478.000, wilcoxon_p=0.258 mannwhitneyu_stat=7295.500, mannwhitneyu_p=0.183 wilcoxon_stat_rost=7295.500, wilcoxon_p_rost=0.183 mannwhitneyu_stat_rost=7295.500, mannwhitneyu_p_rost=0.183 wilcoxon_stat_snizh=7295.500, wilcoxon_p_snizh=0.817 mannwhitneyu_stat_snizh=7295.500, mannwhitneyu_p_snizh=0.817 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== IMB.L: wilcoxon_stat=3610.000, wilcoxon_p=0.420 mannwhitneyu_stat=7221.000, mannwhitneyu_p=0.151 wilcoxon_stat_rost=7221.000, wilcoxon_p_rost=0.151 mannwhitneyu_stat_rost=7221.000, mannwhitneyu_p_rost=0.151 wilcoxon_stat_snizh=7221.000, wilcoxon_p_snizh=0.850 mannwhitneyu_stat_snizh=7221.000, mannwhitneyu_p_snizh=0.850 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== INCH.L: wilcoxon_stat=3436.000, wilcoxon_p=0.217 mannwhitneyu_stat=7111.000, mannwhitneyu_p=0.110 wilcoxon_stat_rost=7111.000, wilcoxon_p_rost=0.110 mannwhitneyu_stat_rost=7111.000, mannwhitneyu_p_rost=0.110 wilcoxon_stat_snizh=7111.000, wilcoxon_p_snizh=0.890 mannwhitneyu_stat_snizh=7111.000, mannwhitneyu_p_snizh=0.890 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== INDV.L: wilcoxon_stat=3644.000, wilcoxon_p=0.470 mannwhitneyu_stat=7228.000, mannwhitneyu_p=0.153 wilcoxon_stat_rost=8397.000, wilcoxon_p_rost=0.847 mannwhitneyu_stat_rost=8397.000, mannwhitneyu_p_rost=0.847 wilcoxon_stat_snizh=8397.000, wilcoxon_p_snizh=0.153 mannwhitneyu_stat_snizh=8397.000, mannwhitneyu_p_snizh=0.153 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== INF.L: wilcoxon_stat=3589.000, wilcoxon_p=0.391 mannwhitneyu_stat=7429.500, mannwhitneyu_p=0.252 wilcoxon_stat_rost=7429.500, wilcoxon_p_rost=0.252 mannwhitneyu_stat_rost=7429.500, mannwhitneyu_p_rost=0.252 wilcoxon_stat_snizh=7429.500, wilcoxon_p_snizh=0.749 mannwhitneyu_stat_snizh=7429.500, mannwhitneyu_p_snizh=0.749 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ICP.L: wilcoxon_stat=3848.000, wilcoxon_p=0.946 mannwhitneyu_stat=7809.000, mannwhitneyu_p=0.498 wilcoxon_stat_rost=7816.000, wilcoxon_p_rost=0.503 mannwhitneyu_stat_rost=7816.000, mannwhitneyu_p_rost=0.503 wilcoxon_stat_snizh=7816.000, wilcoxon_p_snizh=0.498 mannwhitneyu_stat_snizh=7816.000, mannwhitneyu_p_snizh=0.498 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== IHG.L: wilcoxon_stat=3392.000, wilcoxon_p=0.179 mannwhitneyu_stat=7025.500, mannwhitneyu_p=0.084 wilcoxon_stat_rost=7025.500, wilcoxon_p_rost=0.084 mannwhitneyu_stat_rost=7025.500, mannwhitneyu_p_rost=0.084 wilcoxon_stat_snizh=7025.500, wilcoxon_p_snizh=0.916 mannwhitneyu_stat_snizh=7025.500, mannwhitneyu_p_snizh=0.916 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ITRK.L: wilcoxon_stat=3804.000, wilcoxon_p=0.742 mannwhitneyu_stat=7439.000, mannwhitneyu_p=0.257 wilcoxon_stat_rost=8186.000, wilcoxon_p_rost=0.744 mannwhitneyu_stat_rost=8186.000, mannwhitneyu_p_rost=0.744 wilcoxon_stat_snizh=8186.000, wilcoxon_p_snizh=0.257 mannwhitneyu_stat_snizh=8186.000, mannwhitneyu_p_snizh=0.257 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== IHP.L: wilcoxon_stat=3864.000, wilcoxon_p=0.856 mannwhitneyu_stat=7803.500, mannwhitneyu_p=0.494 wilcoxon_stat_rost=7821.500, wilcoxon_p_rost=0.507 mannwhitneyu_stat_rost=7821.500, mannwhitneyu_p_rost=0.507 wilcoxon_stat_snizh=7821.500, wilcoxon_p_snizh=0.494 mannwhitneyu_stat_snizh=7821.500, mannwhitneyu_p_snizh=0.494 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== IAG.L: wilcoxon_stat=3292.000, wilcoxon_p=0.112 mannwhitneyu_stat=6711.000, mannwhitneyu_p=0.027 wilcoxon_stat_rost=6711.000, wilcoxon_p_rost=0.027 mannwhitneyu_stat_rost=6711.000, mannwhitneyu_p_rost=0.027 wilcoxon_stat_snizh=6711.000, wilcoxon_p_snizh=0.973 mannwhitneyu_stat_snizh=6711.000, mannwhitneyu_p_snizh=0.973 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== INPP.L: wilcoxon_stat=3861.000, wilcoxon_p=0.972 mannwhitneyu_stat=7619.500, mannwhitneyu_p=0.368 wilcoxon_stat_rost=8005.500, wilcoxon_p_rost=0.633 mannwhitneyu_stat_rost=8005.500, mannwhitneyu_p_rost=0.633 wilcoxon_stat_snizh=8005.500, wilcoxon_p_snizh=0.368 mannwhitneyu_stat_snizh=8005.500, mannwhitneyu_p_snizh=0.368 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== INVP.L: wilcoxon_stat=3244.000, wilcoxon_p=0.087 mannwhitneyu_stat=7023.000, mannwhitneyu_p=0.084 wilcoxon_stat_rost=7023.000, wilcoxon_p_rost=0.084 mannwhitneyu_stat_rost=7023.000, mannwhitneyu_p_rost=0.084 wilcoxon_stat_snizh=7023.000, wilcoxon_p_snizh=0.916 mannwhitneyu_stat_snizh=7023.000, mannwhitneyu_p_snizh=0.916 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxo_rostn probably different distributions mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== IPO.L: wilcoxon_stat=3747.000, wilcoxon_p=0.639 mannwhitneyu_stat=7422.000, mannwhitneyu_p=0.248 wilcoxon_stat_rost=7422.000, wilcoxon_p_rost=0.248 mannwhitneyu_stat_rost=7422.000, mannwhitneyu_p_rost=0.248 wilcoxon_stat_snizh=7422.000, wilcoxon_p_snizh=0.753 mannwhitneyu_stat_snizh=7422.000, mannwhitneyu_p_snizh=0.753 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ITV.L: wilcoxon_stat=3310.000, wilcoxon_p=0.122 mannwhitneyu_stat=6649.500, mannwhitneyu_p=0.021 wilcoxon_stat_rost=6649.500, wilcoxon_p_rost=0.021 mannwhitneyu_stat_rost=6649.500, mannwhitneyu_p_rost=0.021 wilcoxon_stat_snizh=6649.500, wilcoxon_p_snizh=0.979 mannwhitneyu_stat_snizh=6649.500, mannwhitneyu_p_snizh=0.979 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== IWG.L: wilcoxon_stat=3819.000, wilcoxon_p=0.770 mannwhitneyu_stat=7674.000, mannwhitneyu_p=0.405 wilcoxon_stat_rost=7674.000, wilcoxon_p_rost=0.405 mannwhitneyu_stat_rost=7674.000, mannwhitneyu_p_rost=0.405 wilcoxon_stat_snizh=7674.000, wilcoxon_p_snizh=0.596 mannwhitneyu_stat_snizh=7674.000, mannwhitneyu_p_snizh=0.596 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== JD.L: wilcoxon_stat=3565.000, wilcoxon_p=0.359 mannwhitneyu_stat=7007.000, mannwhitneyu_p=0.080 wilcoxon_stat_rost=7007.000, wilcoxon_p_rost=0.080 mannwhitneyu_stat_rost=7007.000, mannwhitneyu_p_rost=0.080 wilcoxon_stat_snizh=7007.000, wilcoxon_p_snizh=0.921 mannwhitneyu_stat_snizh=7007.000, mannwhitneyu_p_snizh=0.921 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== JMAT.L: wilcoxon_stat=3458.000, wilcoxon_p=0.237 mannwhitneyu_stat=7134.000, mannwhitneyu_p=0.118 wilcoxon_stat_rost=7134.000, wilcoxon_p_rost=0.118 mannwhitneyu_stat_rost=7134.000, mannwhitneyu_p_rost=0.118 wilcoxon_stat_snizh=7134.000, wilcoxon_p_snizh=0.883 mannwhitneyu_stat_snizh=7134.000, mannwhitneyu_p_snizh=0.883 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== JII.L: wilcoxon_stat=3915.500, wilcoxon_p=0.957 mannwhitneyu_stat=7682.500, mannwhitneyu_p=0.410 wilcoxon_stat_rost=7682.500, wilcoxon_p_rost=0.410 mannwhitneyu_stat_rost=7682.500, mannwhitneyu_p_rost=0.410 wilcoxon_stat_snizh=7682.500, wilcoxon_p_snizh=0.590 mannwhitneyu_stat_snizh=7682.500, mannwhitneyu_p_snizh=0.590 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== JAM.L: wilcoxon_stat=3748.500, wilcoxon_p=0.641 mannwhitneyu_stat=7652.000, mannwhitneyu_p=0.390 wilcoxon_stat_rost=7973.000, wilcoxon_p_rost=0.611 mannwhitneyu_stat_rost=7973.000, mannwhitneyu_p_rost=0.611 wilcoxon_stat_snizh=7973.000, wilcoxon_p_snizh=0.390 mannwhitneyu_stat_snizh=7973.000, mannwhitneyu_p_snizh=0.390 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== JMG.L: wilcoxon_stat=3876.000, wilcoxon_p=0.880 mannwhitneyu_stat=7677.000, mannwhitneyu_p=0.407 wilcoxon_stat_rost=7948.000, wilcoxon_p_rost=0.594 mannwhitneyu_stat_rost=7948.000, mannwhitneyu_p_rost=0.594 wilcoxon_stat_snizh=7948.000, wilcoxon_p_snizh=0.407 mannwhitneyu_stat_snizh=7948.000, mannwhitneyu_p_snizh=0.407 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== JFJ.L: wilcoxon_stat=3335.000, wilcoxon_p=0.138 mannwhitneyu_stat=6845.000, mannwhitneyu_p=0.045 wilcoxon_stat_rost=8780.000, wilcoxon_p_rost=0.955 mannwhitneyu_stat_rost=8780.000, mannwhitneyu_p_rost=0.955 wilcoxon_stat_snizh=8780.000, wilcoxon_p_snizh=0.045 mannwhitneyu_stat_snizh=8780.000, mannwhitneyu_p_snizh=0.045 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably different distributions ================================================================== JUP.L: wilcoxon_stat=3456.000, wilcoxon_p=0.235 mannwhitneyu_stat=7302.000, mannwhitneyu_p=0.186 wilcoxon_stat_rost=7302.000, wilcoxon_p_rost=0.186 mannwhitneyu_stat_rost=7302.000, mannwhitneyu_p_rost=0.186 wilcoxon_stat_snizh=7302.000, wilcoxon_p_snizh=0.814 mannwhitneyu_stat_snizh=7302.000, mannwhitneyu_p_snizh=0.814 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== JUST.L: wilcoxon_stat=3492.000, wilcoxon_p=0.272 mannwhitneyu_stat=7042.000, mannwhitneyu_p=0.089 wilcoxon_stat_rost=7042.000, wilcoxon_p_rost=0.089 mannwhitneyu_stat_rost=7042.000, mannwhitneyu_p_rost=0.089 wilcoxon_stat_snizh=7042.000, wilcoxon_p_snizh=0.911 mannwhitneyu_stat_snizh=7042.000, mannwhitneyu_p_snizh=0.911 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== KLR.L: wilcoxon_stat=3706.000, wilcoxon_p=0.568 mannwhitneyu_stat=7548.500, mannwhitneyu_p=0.322 wilcoxon_stat_rost=7548.500, wilcoxon_p_rost=0.322 mannwhitneyu_stat_rost=7548.500, mannwhitneyu_p_rost=0.322 wilcoxon_stat_snizh=7548.500, wilcoxon_p_snizh=0.678 mannwhitneyu_stat_snizh=7548.500, mannwhitneyu_p_snizh=0.678 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== KIE.L: wilcoxon_stat=3764.000, wilcoxon_p=0.669 mannwhitneyu_stat=7394.500, mannwhitneyu_p=0.233 wilcoxon_stat_rost=7394.500, wilcoxon_p_rost=0.233 mannwhitneyu_stat_rost=7394.500, mannwhitneyu_p_rost=0.233 wilcoxon_stat_snizh=7394.500, wilcoxon_p_snizh=0.768 mannwhitneyu_stat_snizh=7394.500, mannwhitneyu_p_snizh=0.768 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== KGF.L: wilcoxon_stat=3867.000, wilcoxon_p=0.862 mannwhitneyu_stat=7521.000, mannwhitneyu_p=0.305 wilcoxon_stat_rost=7521.000, wilcoxon_p_rost=0.305 mannwhitneyu_stat_rost=7521.000, mannwhitneyu_p_rost=0.305 wilcoxon_stat_snizh=7521.000, wilcoxon_p_snizh=0.695 mannwhitneyu_stat_snizh=7521.000, mannwhitneyu_p_snizh=0.695 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== LRE.L: wilcoxon_stat=3709.000, wilcoxon_p=0.573 mannwhitneyu_stat=7267.500, mannwhitneyu_p=0.170 wilcoxon_stat_rost=8357.500, wilcoxon_p_rost=0.830 mannwhitneyu_stat_rost=8357.500, mannwhitneyu_p_rost=0.830 wilcoxon_stat_snizh=8357.500, wilcoxon_p_snizh=0.170 mannwhitneyu_stat_snizh=8357.500, mannwhitneyu_p_snizh=0.170 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== LAND.L: wilcoxon_stat=3298.000, wilcoxon_p=0.115 mannwhitneyu_stat=6945.000, mannwhitneyu_p=0.065 wilcoxon_stat_rost=6945.000, wilcoxon_p_rost=0.065 mannwhitneyu_stat_rost=6945.000, mannwhitneyu_p_rost=0.065 wilcoxon_stat_snizh=6945.000, wilcoxon_p_snizh=0.936 mannwhitneyu_stat_snizh=6945.000, mannwhitneyu_p_snizh=0.936 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== LGEN.L: wilcoxon_stat=3625.000, wilcoxon_p=0.441 mannwhitneyu_stat=7562.500, mannwhitneyu_p=0.331 wilcoxon_stat_rost=7562.500, wilcoxon_p_rost=0.331 mannwhitneyu_stat_rost=7562.500, mannwhitneyu_p_rost=0.331 wilcoxon_stat_snizh=7562.500, wilcoxon_p_snizh=0.669 mannwhitneyu_stat_snizh=7562.500, mannwhitneyu_p_snizh=0.669 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== LLOY.L: wilcoxon_stat=3007.000, wilcoxon_p=0.022 mannwhitneyu_stat=6311.000, mannwhitneyu_p=0.004 wilcoxon_stat_rost=6311.000, wilcoxon_p_rost=0.004 mannwhitneyu_stat_rost=6311.000, mannwhitneyu_p_rost=0.004 wilcoxon_stat_snizh=6311.000, wilcoxon_p_snizh=0.996 mannwhitneyu_stat_snizh=6311.000, mannwhitneyu_p_snizh=0.996 wilcoxon probably different distributions mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== LMP.L: wilcoxon_stat=3861.000, wilcoxon_p=0.850 mannwhitneyu_stat=7609.500, mannwhitneyu_p=0.362 wilcoxon_stat_rost=7609.500, wilcoxon_p_rost=0.362 mannwhitneyu_stat_rost=7609.500, mannwhitneyu_p_rost=0.362 wilcoxon_stat_snizh=7609.500, wilcoxon_p_snizh=0.639 mannwhitneyu_stat_snizh=7609.500, mannwhitneyu_p_snizh=0.639 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== EMG.L: wilcoxon_stat=3365.000, wilcoxon_p=0.158 mannwhitneyu_stat=7069.000, mannwhitneyu_p=0.097 wilcoxon_stat_rost=7069.000, wilcoxon_p_rost=0.097 mannwhitneyu_stat_rost=7069.000, mannwhitneyu_p_rost=0.097 wilcoxon_stat_snizh=7069.000, wilcoxon_p_snizh=0.903 mannwhitneyu_stat_snizh=7069.000, mannwhitneyu_p_snizh=0.903 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MKS.L: wilcoxon_stat=3342.000, wilcoxon_p=0.142 mannwhitneyu_stat=7013.000, mannwhitneyu_p=0.081 wilcoxon_stat_rost=7013.000, wilcoxon_p_rost=0.081 mannwhitneyu_stat_rost=7013.000, mannwhitneyu_p_rost=0.081 wilcoxon_stat_snizh=7013.000, wilcoxon_p_snizh=0.919 mannwhitneyu_stat_snizh=7013.000, mannwhitneyu_p_snizh=0.919 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MSLH.L: wilcoxon_stat=3696.000, wilcoxon_p=0.552 mannwhitneyu_stat=7399.500, mannwhitneyu_p=0.235 wilcoxon_stat_rost=7399.500, wilcoxon_p_rost=0.235 mannwhitneyu_stat_rost=7399.500, mannwhitneyu_p_rost=0.235 wilcoxon_stat_snizh=7399.500, wilcoxon_p_snizh=0.765 mannwhitneyu_stat_snizh=7399.500, mannwhitneyu_p_snizh=0.765 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MDC.L: wilcoxon_stat=3710.000, wilcoxon_p=0.575 mannwhitneyu_stat=7376.000, mannwhitneyu_p=0.223 wilcoxon_stat_rost=7376.000, wilcoxon_p_rost=0.223 mannwhitneyu_stat_rost=7376.000, mannwhitneyu_p_rost=0.223 wilcoxon_stat_snizh=7376.000, wilcoxon_p_snizh=0.778 mannwhitneyu_stat_snizh=7376.000, mannwhitneyu_p_snizh=0.778 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MGGT.L: wilcoxon_stat=3571.000, wilcoxon_p=0.367 mannwhitneyu_stat=7395.000, mannwhitneyu_p=0.233 wilcoxon_stat_rost=7395.000, wilcoxon_p_rost=0.233 mannwhitneyu_stat_rost=7395.000, mannwhitneyu_p_rost=0.233 wilcoxon_stat_snizh=7395.000, wilcoxon_p_snizh=0.768 mannwhitneyu_stat_snizh=7395.000, mannwhitneyu_p_snizh=0.768 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MRO.L: wilcoxon_stat=3581.000, wilcoxon_p=0.380 mannwhitneyu_stat=7110.000, mannwhitneyu_p=0.110 wilcoxon_stat_rost=7110.000, wilcoxon_p_rost=0.110 mannwhitneyu_stat_rost=7110.000, mannwhitneyu_p_rost=0.110 wilcoxon_stat_snizh=7110.000, wilcoxon_p_snizh=0.891 mannwhitneyu_stat_snizh=7110.000, mannwhitneyu_p_snizh=0.891 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MRC.L: wilcoxon_stat=3590.000, wilcoxon_p=0.392 mannwhitneyu_stat=7346.000, mannwhitneyu_p=0.207 wilcoxon_stat_rost=7346.000, wilcoxon_p_rost=0.207 mannwhitneyu_stat_rost=7346.000, mannwhitneyu_p_rost=0.207 wilcoxon_stat_snizh=7346.000, wilcoxon_p_snizh=0.793 mannwhitneyu_stat_snizh=7346.000, mannwhitneyu_p_snizh=0.793 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MTRO.L: wilcoxon_stat=3646.000, wilcoxon_p=0.473 mannwhitneyu_stat=7402.000, mannwhitneyu_p=0.237 wilcoxon_stat_rost=7402.000, wilcoxon_p_rost=0.237 mannwhitneyu_stat_rost=7402.000, mannwhitneyu_p_rost=0.237 wilcoxon_stat_snizh=7402.000, wilcoxon_p_snizh=0.764 mannwhitneyu_stat_snizh=7402.000, mannwhitneyu_p_snizh=0.764 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MCRO.L: wilcoxon_stat=3716.000, wilcoxon_p=0.585 mannwhitneyu_stat=7577.500, mannwhitneyu_p=0.341 wilcoxon_stat_rost=7577.500, wilcoxon_p_rost=0.341 mannwhitneyu_stat_rost=7577.500, mannwhitneyu_p_rost=0.341 wilcoxon_stat_snizh=7577.500, wilcoxon_p_snizh=0.660 mannwhitneyu_stat_snizh=7577.500, mannwhitneyu_p_snizh=0.660 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MAB.L: wilcoxon_stat=3215.000, wilcoxon_p=0.075 mannwhitneyu_stat=6842.000, mannwhitneyu_p=0.045 wilcoxon_stat_rost=6842.000, wilcoxon_p_rost=0.045 mannwhitneyu_stat_rost=6842.000, mannwhitneyu_p_rost=0.045 wilcoxon_stat_snizh=6842.000, wilcoxon_p_snizh=0.955 mannwhitneyu_stat_snizh=6842.000, mannwhitneyu_p_snizh=0.955 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MNDI.L: wilcoxon_stat=3784.000, wilcoxon_p=0.705 mannwhitneyu_stat=7619.000, mannwhitneyu_p=0.368 wilcoxon_stat_rost=7619.000, wilcoxon_p_rost=0.368 mannwhitneyu_stat_rost=7619.000, mannwhitneyu_p_rost=0.368 wilcoxon_stat_snizh=7619.000, wilcoxon_p_snizh=0.633 mannwhitneyu_stat_snizh=7619.000, mannwhitneyu_p_snizh=0.633 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MONY.L: wilcoxon_stat=3932.000, wilcoxon_p=0.989 mannwhitneyu_stat=7540.000, mannwhitneyu_p=0.317 wilcoxon_stat_rost=8085.000, wilcoxon_p_rost=0.684 mannwhitneyu_stat_rost=8085.000, mannwhitneyu_p_rost=0.684 wilcoxon_stat_snizh=8085.000, wilcoxon_p_snizh=0.317 mannwhitneyu_stat_snizh=8085.000, mannwhitneyu_p_snizh=0.317 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MNKS.L: wilcoxon_stat=3642.000, wilcoxon_p=0.467 mannwhitneyu_stat=7259.000, mannwhitneyu_p=0.167 wilcoxon_stat_rost=8366.000, wilcoxon_p_rost=0.834 mannwhitneyu_stat_rost=8366.000, mannwhitneyu_p_rost=0.834 wilcoxon_stat_snizh=8366.000, wilcoxon_p_snizh=0.167 mannwhitneyu_stat_snizh=8366.000, mannwhitneyu_p_snizh=0.167 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MGAM.L: wilcoxon_stat=3460.000, wilcoxon_p=0.301 mannwhitneyu_stat=7366.000, mannwhitneyu_p=0.218 wilcoxon_stat_rost=7366.000, wilcoxon_p_rost=0.218 mannwhitneyu_stat_rost=7366.000, mannwhitneyu_p_rost=0.218 wilcoxon_stat_snizh=7366.000, wilcoxon_p_snizh=0.783 mannwhitneyu_stat_snizh=7366.000, mannwhitneyu_p_snizh=0.783 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MYI.L: wilcoxon_stat=3725.000, wilcoxon_p=0.601 mannwhitneyu_stat=7468.000, mannwhitneyu_p=0.274 wilcoxon_stat_rost=7468.000, wilcoxon_p_rost=0.274 mannwhitneyu_stat_rost=7468.000, mannwhitneyu_p_rost=0.274 wilcoxon_stat_snizh=7468.000, wilcoxon_p_snizh=0.727 mannwhitneyu_stat_snizh=7468.000, mannwhitneyu_p_snizh=0.727 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== NEX.L: wilcoxon_stat=3355.000, wilcoxon_p=0.151 mannwhitneyu_stat=7098.000, mannwhitneyu_p=0.106 wilcoxon_stat_rost=7098.000, wilcoxon_p_rost=0.106 mannwhitneyu_stat_rost=7098.000, mannwhitneyu_p_rost=0.106 wilcoxon_stat_snizh=7098.000, wilcoxon_p_snizh=0.894 mannwhitneyu_stat_snizh=7098.000, mannwhitneyu_p_snizh=0.894 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== NG.L: wilcoxon_stat=3840.000, wilcoxon_p=0.810 mannwhitneyu_stat=7503.000, mannwhitneyu_p=0.294 wilcoxon_stat_rost=8122.000, wilcoxon_p_rost=0.706 mannwhitneyu_stat_rost=8122.000, mannwhitneyu_p_rost=0.706 wilcoxon_stat_snizh=8122.000, wilcoxon_p_snizh=0.294 mannwhitneyu_stat_snizh=8122.000, mannwhitneyu_p_snizh=0.294 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== NRR.L: wilcoxon_stat=3290.000, wilcoxon_p=0.111 mannwhitneyu_stat=7188.000, mannwhitneyu_p=0.138 wilcoxon_stat_rost=7188.000, wilcoxon_p_rost=0.138 mannwhitneyu_stat_rost=7188.000, mannwhitneyu_p_rost=0.138 wilcoxon_stat_snizh=7188.000, wilcoxon_p_snizh=0.863 mannwhitneyu_stat_snizh=7188.000, mannwhitneyu_p_snizh=0.863 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== NXT.L: wilcoxon_stat=3628.000, wilcoxon_p=0.446 mannwhitneyu_stat=7558.000, mannwhitneyu_p=0.328 wilcoxon_stat_rost=7558.000, wilcoxon_p_rost=0.328 mannwhitneyu_stat_rost=7558.000, mannwhitneyu_p_rost=0.328 wilcoxon_stat_snizh=7558.000, wilcoxon_p_snizh=0.672 mannwhitneyu_stat_snizh=7558.000, mannwhitneyu_p_snizh=0.672 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== OCDO.L: wilcoxon_stat=3543.000, wilcoxon_p=0.331 mannwhitneyu_stat=7301.000, mannwhitneyu_p=0.186 wilcoxon_stat_rost=8324.000, wilcoxon_p_rost=0.815 mannwhitneyu_stat_rost=8324.000, mannwhitneyu_p_rost=0.815 wilcoxon_stat_snizh=8324.000, wilcoxon_p_snizh=0.186 mannwhitneyu_stat_snizh=8324.000, mannwhitneyu_p_snizh=0.186 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== OTB.L: wilcoxon_stat=3589.000, wilcoxon_p=0.391 mannwhitneyu_stat=7026.000, mannwhitneyu_p=0.085 wilcoxon_stat_rost=7026.000, wilcoxon_p_rost=0.085 mannwhitneyu_stat_rost=7026.000, mannwhitneyu_p_rost=0.085 wilcoxon_stat_snizh=7026.000, wilcoxon_p_snizh=0.916 mannwhitneyu_stat_snizh=7026.000, mannwhitneyu_p_snizh=0.916 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== OSB.L: wilcoxon_stat=3605.000, wilcoxon_p=0.413 mannwhitneyu_stat=7014.000, mannwhitneyu_p=0.081 wilcoxon_stat_rost=7014.000, wilcoxon_p_rost=0.081 mannwhitneyu_stat_rost=7014.000, mannwhitneyu_p_rost=0.081 wilcoxon_stat_snizh=7014.000, wilcoxon_p_snizh=0.919 mannwhitneyu_stat_snizh=7014.000, mannwhitneyu_p_snizh=0.919 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PAGE.L: wilcoxon_stat=3516.000, wilcoxon_p=0.299 mannwhitneyu_stat=7138.000, mannwhitneyu_p=0.119 wilcoxon_stat_rost=7138.000, wilcoxon_p_rost=0.119 mannwhitneyu_stat_rost=7138.000, mannwhitneyu_p_rost=0.119 wilcoxon_stat_snizh=7138.000, wilcoxon_p_snizh=0.881 mannwhitneyu_stat_snizh=7138.000, mannwhitneyu_p_snizh=0.881 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PIN.L: wilcoxon_stat=3496.500, wilcoxon_p=0.345 mannwhitneyu_stat=6989.500, mannwhitneyu_p=0.075 wilcoxon_stat_rost=6989.500, wilcoxon_p_rost=0.075 mannwhitneyu_stat_rost=6989.500, mannwhitneyu_p_rost=0.075 wilcoxon_stat_snizh=6989.500, wilcoxon_p_snizh=0.925 mannwhitneyu_stat_snizh=6989.500, mannwhitneyu_p_snizh=0.925 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PAG.L: wilcoxon_stat=3650.000, wilcoxon_p=0.479 mannwhitneyu_stat=7554.000, mannwhitneyu_p=0.326 wilcoxon_stat_rost=7554.000, wilcoxon_p_rost=0.326 mannwhitneyu_stat_rost=7554.000, mannwhitneyu_p_rost=0.326 wilcoxon_stat_snizh=7554.000, wilcoxon_p_snizh=0.675 mannwhitneyu_stat_snizh=7554.000, mannwhitneyu_p_snizh=0.675 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PSON.L: wilcoxon_stat=3852.000, wilcoxon_p=0.833 mannwhitneyu_stat=7624.500, mannwhitneyu_p=0.371 wilcoxon_stat_rost=8000.500, wilcoxon_p_rost=0.629 mannwhitneyu_stat_rost=8000.500, mannwhitneyu_p_rost=0.629 wilcoxon_stat_snizh=8000.500, wilcoxon_p_snizh=0.371 mannwhitneyu_stat_snizh=8000.500, mannwhitneyu_p_snizh=0.371 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PNN.L: wilcoxon_stat=3896.000, wilcoxon_p=0.919 mannwhitneyu_stat=7596.000, mannwhitneyu_p=0.353 wilcoxon_stat_rost=7596.000, wilcoxon_p_rost=0.353 mannwhitneyu_stat_rost=7596.000, mannwhitneyu_p_rost=0.353 wilcoxon_stat_snizh=7596.000, wilcoxon_p_snizh=0.648 mannwhitneyu_stat_snizh=7596.000, mannwhitneyu_p_snizh=0.648 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PSH.L: wilcoxon_stat=3568.000, wilcoxon_p=0.363 mannwhitneyu_stat=7497.000, mannwhitneyu_p=0.291 wilcoxon_stat_rost=8128.000, wilcoxon_p_rost=0.710 mannwhitneyu_stat_rost=8128.000, mannwhitneyu_p_rost=0.710 wilcoxon_stat_snizh=8128.000, wilcoxon_p_snizh=0.291 mannwhitneyu_stat_snizh=8128.000, mannwhitneyu_p_snizh=0.291 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PSN.L: wilcoxon_stat=3872.000, wilcoxon_p=0.872 mannwhitneyu_stat=7720.500, mannwhitneyu_p=0.436 wilcoxon_stat_rost=7904.500, wilcoxon_p_rost=0.564 mannwhitneyu_stat_rost=7904.500, mannwhitneyu_p_rost=0.564 wilcoxon_stat_snizh=7904.500, wilcoxon_p_snizh=0.436 mannwhitneyu_stat_snizh=7904.500, mannwhitneyu_p_snizh=0.436 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PNL.L: wilcoxon_stat=3719.000, wilcoxon_p=0.812 mannwhitneyu_stat=7662.000, mannwhitneyu_p=0.396 wilcoxon_stat_rost=7963.000, wilcoxon_p_rost=0.604 mannwhitneyu_stat_rost=7963.000, mannwhitneyu_p_rost=0.604 wilcoxon_stat_snizh=7963.000, wilcoxon_p_snizh=0.396 mannwhitneyu_stat_snizh=7963.000, mannwhitneyu_p_snizh=0.396 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PFC.L: wilcoxon_stat=3640.000, wilcoxon_p=0.464 mannwhitneyu_stat=7346.500, mannwhitneyu_p=0.208 wilcoxon_stat_rost=7346.500, wilcoxon_p_rost=0.208 mannwhitneyu_stat_rost=7346.500, mannwhitneyu_p_rost=0.208 wilcoxon_stat_snizh=7346.500, wilcoxon_p_snizh=0.793 mannwhitneyu_stat_snizh=7346.500, mannwhitneyu_p_snizh=0.793 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PHNX.L: wilcoxon_stat=3805.000, wilcoxon_p=0.744 mannwhitneyu_stat=7497.000, mannwhitneyu_p=0.291 wilcoxon_stat_rost=7497.000, wilcoxon_p_rost=0.291 mannwhitneyu_stat_rost=7497.000, mannwhitneyu_p_rost=0.291 wilcoxon_stat_snizh=7497.000, wilcoxon_p_snizh=0.710 mannwhitneyu_stat_snizh=7497.000, mannwhitneyu_p_snizh=0.710 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PTEC.L: wilcoxon_stat=3586.000, wilcoxon_p=0.386 mannwhitneyu_stat=7088.000, mannwhitneyu_p=0.103 wilcoxon_stat_rost=7088.000, wilcoxon_p_rost=0.103 mannwhitneyu_stat_rost=7088.000, mannwhitneyu_p_rost=0.103 wilcoxon_stat_snizh=7088.000, wilcoxon_p_snizh=0.898 mannwhitneyu_stat_snizh=7088.000, mannwhitneyu_p_snizh=0.898 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PLUS.L: wilcoxon_stat=3733.000, wilcoxon_p=0.614 mannwhitneyu_stat=7588.000, mannwhitneyu_p=0.348 wilcoxon_stat_rost=8037.000, wilcoxon_p_rost=0.653 mannwhitneyu_stat_rost=8037.000, mannwhitneyu_p_rost=0.653 wilcoxon_stat_snizh=8037.000, wilcoxon_p_snizh=0.348 mannwhitneyu_stat_snizh=8037.000, mannwhitneyu_p_snizh=0.348 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PCT.L: wilcoxon_stat=3571.000, wilcoxon_p=0.367 mannwhitneyu_stat=7300.000, mannwhitneyu_p=0.185 wilcoxon_stat_rost=8325.000, wilcoxon_p_rost=0.815 mannwhitneyu_stat_rost=8325.000, mannwhitneyu_p_rost=0.815 wilcoxon_stat_snizh=8325.000, wilcoxon_p_snizh=0.185 mannwhitneyu_stat_snizh=8325.000, mannwhitneyu_p_snizh=0.185 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== POLY.L: wilcoxon_stat=3413.000, wilcoxon_p=0.196 mannwhitneyu_stat=6881.000, mannwhitneyu_p=0.052 wilcoxon_stat_rost=8744.000, wilcoxon_p_rost=0.948 mannwhitneyu_stat_rost=8744.000, mannwhitneyu_p_rost=0.948 wilcoxon_stat_snizh=8744.000, wilcoxon_p_snizh=0.052 mannwhitneyu_stat_snizh=8744.000, mannwhitneyu_p_snizh=0.052 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PHP.L: wilcoxon_stat=3912.000, wilcoxon_p=0.950 mannwhitneyu_stat=7746.500, mannwhitneyu_p=0.454 wilcoxon_stat_rost=7878.500, wilcoxon_p_rost=0.546 mannwhitneyu_stat_rost=7878.500, mannwhitneyu_p_rost=0.546 wilcoxon_stat_snizh=7878.500, wilcoxon_p_snizh=0.454 mannwhitneyu_stat_snizh=7878.500, mannwhitneyu_p_snizh=0.454 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PFG.L: wilcoxon_stat=3483.000, wilcoxon_p=0.263 mannwhitneyu_stat=6915.000, mannwhitneyu_p=0.058 wilcoxon_stat_rost=6915.000, wilcoxon_p_rost=0.058 mannwhitneyu_stat_rost=6915.000, mannwhitneyu_p_rost=0.058 wilcoxon_stat_snizh=6915.000, wilcoxon_p_snizh=0.942 mannwhitneyu_stat_snizh=6915.000, mannwhitneyu_p_snizh=0.942 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PRU.L: wilcoxon_stat=3716.000, wilcoxon_p=0.585 mannwhitneyu_stat=7637.000, mannwhitneyu_p=0.380 wilcoxon_stat_rost=7637.000, wilcoxon_p_rost=0.380 mannwhitneyu_stat_rost=7637.000, mannwhitneyu_p_rost=0.380 wilcoxon_stat_snizh=7637.000, wilcoxon_p_snizh=0.621 mannwhitneyu_stat_snizh=7637.000, mannwhitneyu_p_snizh=0.621 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PZC.L: wilcoxon_stat=3592.000, wilcoxon_p=0.395 mannwhitneyu_stat=7288.000, mannwhitneyu_p=0.180 wilcoxon_stat_rost=7288.000, wilcoxon_p_rost=0.180 mannwhitneyu_stat_rost=7288.000, mannwhitneyu_p_rost=0.180 wilcoxon_stat_snizh=7288.000, wilcoxon_p_snizh=0.821 mannwhitneyu_stat_snizh=7288.000, mannwhitneyu_p_snizh=0.821 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== QQ.L: wilcoxon_stat=3611.000, wilcoxon_p=0.421 mannwhitneyu_stat=7323.000, mannwhitneyu_p=0.196 wilcoxon_stat_rost=7323.000, wilcoxon_p_rost=0.196 mannwhitneyu_stat_rost=7323.000, mannwhitneyu_p_rost=0.196 wilcoxon_stat_snizh=7323.000, wilcoxon_p_snizh=0.804 mannwhitneyu_stat_snizh=7323.000, mannwhitneyu_p_snizh=0.804 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== QLT.L: wilcoxon_stat=3822.000, wilcoxon_p=0.776 mannwhitneyu_stat=7697.000, mannwhitneyu_p=0.420 wilcoxon_stat_rost=7928.000, wilcoxon_p_rost=0.580 mannwhitneyu_stat_rost=7928.000, mannwhitneyu_p_rost=0.580 wilcoxon_stat_snizh=7928.000, wilcoxon_p_snizh=0.420 mannwhitneyu_stat_snizh=7928.000, mannwhitneyu_p_snizh=0.420 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== RNK.L: wilcoxon_stat=3415.000, wilcoxon_p=0.198 mannwhitneyu_stat=7222.500, mannwhitneyu_p=0.151 wilcoxon_stat_rost=7222.500, wilcoxon_p_rost=0.151 mannwhitneyu_stat_rost=7222.500, mannwhitneyu_p_rost=0.151 wilcoxon_stat_snizh=7222.500, wilcoxon_p_snizh=0.849 mannwhitneyu_stat_snizh=7222.500, mannwhitneyu_p_snizh=0.849 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== RAT.L: wilcoxon_stat=3314.000, wilcoxon_p=0.124 mannwhitneyu_stat=6639.000, mannwhitneyu_p=0.020 wilcoxon_stat_rost=6639.000, wilcoxon_p_rost=0.020 mannwhitneyu_stat_rost=6639.000, mannwhitneyu_p_rost=0.020 wilcoxon_stat_snizh=6639.000, wilcoxon_p_snizh=0.980 mannwhitneyu_stat_snizh=6639.000, mannwhitneyu_p_snizh=0.980 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== RDW.L: wilcoxon_stat=3692.000, wilcoxon_p=0.545 mannwhitneyu_stat=7533.000, mannwhitneyu_p=0.313 wilcoxon_stat_rost=7533.000, wilcoxon_p_rost=0.313 mannwhitneyu_stat_rost=7533.000, mannwhitneyu_p_rost=0.313 wilcoxon_stat_snizh=7533.000, wilcoxon_p_snizh=0.688 mannwhitneyu_stat_snizh=7533.000, mannwhitneyu_p_snizh=0.688 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== REL.L: wilcoxon_stat=3900.000, wilcoxon_p=0.926 mannwhitneyu_stat=7794.500, mannwhitneyu_p=0.488 wilcoxon_stat_rost=7794.500, wilcoxon_p_rost=0.488 mannwhitneyu_stat_rost=7794.500, mannwhitneyu_p_rost=0.488 wilcoxon_stat_snizh=7794.500, wilcoxon_p_snizh=0.513 mannwhitneyu_stat_snizh=7794.500, mannwhitneyu_p_snizh=0.513 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TRIG.L: wilcoxon_stat=3872.000, wilcoxon_p=0.872 mannwhitneyu_stat=7683.500, mannwhitneyu_p=0.411 wilcoxon_stat_rost=7683.500, wilcoxon_p_rost=0.411 mannwhitneyu_stat_rost=7683.500, mannwhitneyu_p_rost=0.411 wilcoxon_stat_snizh=7683.500, wilcoxon_p_snizh=0.590 mannwhitneyu_stat_snizh=7683.500, mannwhitneyu_p_snizh=0.590 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== RSW.L: wilcoxon_stat=3617.000, wilcoxon_p=0.430 mannwhitneyu_stat=7602.500, mannwhitneyu_p=0.357 wilcoxon_stat_rost=8022.500, wilcoxon_p_rost=0.644 mannwhitneyu_stat_rost=8022.500, mannwhitneyu_p_rost=0.644 wilcoxon_stat_snizh=8022.500, wilcoxon_p_snizh=0.357 mannwhitneyu_stat_snizh=8022.500, mannwhitneyu_p_snizh=0.357 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== RTO.L: wilcoxon_stat=3618.000, wilcoxon_p=0.431 mannwhitneyu_stat=7141.000, mannwhitneyu_p=0.120 wilcoxon_stat_rost=8484.000, wilcoxon_p_rost=0.880 mannwhitneyu_stat_rost=8484.000, mannwhitneyu_p_rost=0.880 wilcoxon_stat_snizh=8484.000, wilcoxon_p_snizh=0.120 mannwhitneyu_stat_snizh=8484.000, mannwhitneyu_p_snizh=0.120 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== RHIM.L: wilcoxon_stat=3625.000, wilcoxon_p=0.441 mannwhitneyu_stat=7306.000, mannwhitneyu_p=0.188 wilcoxon_stat_rost=7306.000, wilcoxon_p_rost=0.188 mannwhitneyu_stat_rost=7306.000, mannwhitneyu_p_rost=0.188 wilcoxon_stat_snizh=7306.000, wilcoxon_p_snizh=0.812 mannwhitneyu_stat_snizh=7306.000, mannwhitneyu_p_snizh=0.812 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== RMV.L: wilcoxon_stat=3874.000, wilcoxon_p=0.876 mannwhitneyu_stat=7720.000, mannwhitneyu_p=0.436 wilcoxon_stat_rost=7720.000, wilcoxon_p_rost=0.436 mannwhitneyu_stat_rost=7720.000, mannwhitneyu_p_rost=0.436 wilcoxon_stat_snizh=7720.000, wilcoxon_p_snizh=0.565 mannwhitneyu_stat_snizh=7720.000, mannwhitneyu_p_snizh=0.565 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== RIO.L: wilcoxon_stat=3860.000, wilcoxon_p=0.849 mannwhitneyu_stat=7721.500, mannwhitneyu_p=0.437 wilcoxon_stat_rost=7903.500, wilcoxon_p_rost=0.564 mannwhitneyu_stat_rost=7903.500, mannwhitneyu_p_rost=0.564 wilcoxon_stat_snizh=7903.500, wilcoxon_p_snizh=0.437 mannwhitneyu_stat_snizh=7903.500, mannwhitneyu_p_snizh=0.437 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== RCP.L: wilcoxon_stat=3232.000, wilcoxon_p=0.082 mannwhitneyu_stat=6791.500, mannwhitneyu_p=0.037 wilcoxon_stat_rost=6791.500, wilcoxon_p_rost=0.037 mannwhitneyu_stat_rost=6791.500, mannwhitneyu_p_rost=0.037 wilcoxon_stat_snizh=6791.500, wilcoxon_p_snizh=0.963 mannwhitneyu_stat_snizh=6791.500, mannwhitneyu_p_snizh=0.963 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== RSE.L: wilcoxon_stat=3400.000, wilcoxon_p=0.297 mannwhitneyu_stat=7455.500, mannwhitneyu_p=0.266 wilcoxon_stat_rost=7455.500, wilcoxon_p_rost=0.266 mannwhitneyu_stat_rost=7455.500, mannwhitneyu_p_rost=0.266 wilcoxon_stat_snizh=7455.500, wilcoxon_p_snizh=0.734 mannwhitneyu_stat_snizh=7455.500, mannwhitneyu_p_snizh=0.734 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== RR.L: wilcoxon_stat=3435.000, wilcoxon_p=0.216 mannwhitneyu_stat=6911.000, mannwhitneyu_p=0.058 wilcoxon_stat_rost=6911.000, wilcoxon_p_rost=0.058 mannwhitneyu_stat_rost=6911.000, mannwhitneyu_p_rost=0.058 wilcoxon_stat_snizh=6911.000, wilcoxon_p_snizh=0.943 mannwhitneyu_stat_snizh=6911.000, mannwhitneyu_p_snizh=0.943 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ROR.L: wilcoxon_stat=3698.000, wilcoxon_p=0.555 mannwhitneyu_stat=7809.000, mannwhitneyu_p=0.498 wilcoxon_stat_rost=7816.000, wilcoxon_p_rost=0.503 mannwhitneyu_stat_rost=7816.000, mannwhitneyu_p_rost=0.503 wilcoxon_stat_snizh=7816.000, wilcoxon_p_snizh=0.498 mannwhitneyu_stat_snizh=7816.000, mannwhitneyu_p_snizh=0.498 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== RMG.L: wilcoxon_stat=3420.000, wilcoxon_p=0.202 mannwhitneyu_stat=7031.000, mannwhitneyu_p=0.086 wilcoxon_stat_rost=7031.000, wilcoxon_p_rost=0.086 mannwhitneyu_stat_rost=7031.000, mannwhitneyu_p_rost=0.086 wilcoxon_stat_snizh=7031.000, wilcoxon_p_snizh=0.914 mannwhitneyu_stat_snizh=7031.000, mannwhitneyu_p_snizh=0.914 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SAFE.L: wilcoxon_stat=3695.000, wilcoxon_p=0.550 mannwhitneyu_stat=7329.500, mannwhitneyu_p=0.199 wilcoxon_stat_rost=7329.500, wilcoxon_p_rost=0.199 mannwhitneyu_stat_rost=7329.500, mannwhitneyu_p_rost=0.199 wilcoxon_stat_snizh=7329.500, wilcoxon_p_snizh=0.801 mannwhitneyu_stat_snizh=7329.500, mannwhitneyu_p_snizh=0.801 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SAGA.L: wilcoxon_stat=3093.000, wilcoxon_p=0.037 mannwhitneyu_stat=6611.000, mannwhitneyu_p=0.018 wilcoxon_stat_rost=6611.000, wilcoxon_p_rost=0.018 mannwhitneyu_stat_rost=6611.000, mannwhitneyu_p_rost=0.018 wilcoxon_stat_snizh=6611.000, wilcoxon_p_snizh=0.982 mannwhitneyu_stat_snizh=6611.000, mannwhitneyu_p_snizh=0.982 wilcoxon probably different distributions mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SGE.L: wilcoxon_stat=3813.000, wilcoxon_p=0.759 mannwhitneyu_stat=7737.000, mannwhitneyu_p=0.448 wilcoxon_stat_rost=7737.000, wilcoxon_p_rost=0.448 mannwhitneyu_stat_rost=7737.000, mannwhitneyu_p_rost=0.448 wilcoxon_stat_snizh=7737.000, wilcoxon_p_snizh=0.553 mannwhitneyu_stat_snizh=7737.000, mannwhitneyu_p_snizh=0.553 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SBRY.L: wilcoxon_stat=3590.000, wilcoxon_p=0.392 mannwhitneyu_stat=7352.000, mannwhitneyu_p=0.211 wilcoxon_stat_rost=7352.000, wilcoxon_p_rost=0.211 mannwhitneyu_stat_rost=7352.000, mannwhitneyu_p_rost=0.211 wilcoxon_stat_snizh=7352.000, wilcoxon_p_snizh=0.790 mannwhitneyu_stat_snizh=7352.000, mannwhitneyu_p_snizh=0.790 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SNN.L: wilcoxon_stat=3868.000, wilcoxon_p=0.864 mannwhitneyu_stat=7551.500, mannwhitneyu_p=0.324 wilcoxon_stat_rost=7551.500, wilcoxon_p_rost=0.324 mannwhitneyu_stat_rost=7551.500, mannwhitneyu_p_rost=0.324 wilcoxon_stat_snizh=7551.500, wilcoxon_p_snizh=0.676 mannwhitneyu_stat_snizh=7551.500, mannwhitneyu_p_snizh=0.676 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SVS.L: wilcoxon_stat=3505.000, wilcoxon_p=0.287 mannwhitneyu_stat=7219.500, mannwhitneyu_p=0.150 wilcoxon_stat_rost=7219.500, wilcoxon_p_rost=0.150 mannwhitneyu_stat_rost=7219.500, mannwhitneyu_p_rost=0.150 wilcoxon_stat_snizh=7219.500, wilcoxon_p_snizh=0.850 mannwhitneyu_stat_snizh=7219.500, mannwhitneyu_p_snizh=0.850 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SDP.L: wilcoxon_stat=3684.500, wilcoxon_p=0.635 mannwhitneyu_stat=7470.500, mannwhitneyu_p=0.275 wilcoxon_stat_rost=8154.500, wilcoxon_p_rost=0.725 mannwhitneyu_stat_rost=8154.500, mannwhitneyu_p_rost=0.725 wilcoxon_stat_snizh=8154.500, wilcoxon_p_snizh=0.275 mannwhitneyu_stat_snizh=8154.500, mannwhitneyu_p_snizh=0.275 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SDR.L: wilcoxon_stat=3923.000, wilcoxon_p=0.972 mannwhitneyu_stat=7704.000, mannwhitneyu_p=0.425 wilcoxon_stat_rost=7921.000, wilcoxon_p_rost=0.576 mannwhitneyu_stat_rost=7921.000, mannwhitneyu_p_rost=0.576 wilcoxon_stat_snizh=7921.000, wilcoxon_p_snizh=0.425 mannwhitneyu_stat_snizh=7921.000, mannwhitneyu_p_snizh=0.425 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SCIN.L: wilcoxon_stat=3480.000, wilcoxon_p=0.325 mannwhitneyu_stat=7183.000, mannwhitneyu_p=0.136 wilcoxon_stat_rost=7183.000, wilcoxon_p_rost=0.136 mannwhitneyu_stat_rost=7183.000, mannwhitneyu_p_rost=0.136 wilcoxon_stat_snizh=7183.000, wilcoxon_p_snizh=0.865 mannwhitneyu_stat_snizh=7183.000, mannwhitneyu_p_snizh=0.865 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SMT.L: wilcoxon_stat=3753.000, wilcoxon_p=0.649 mannwhitneyu_stat=7572.000, mannwhitneyu_p=0.337 wilcoxon_stat_rost=8053.000, wilcoxon_p_rost=0.663 mannwhitneyu_stat_rost=8053.000, mannwhitneyu_p_rost=0.663 wilcoxon_stat_snizh=8053.000, wilcoxon_p_snizh=0.337 mannwhitneyu_stat_snizh=8053.000, mannwhitneyu_p_snizh=0.337 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SGRO.L: wilcoxon_stat=3675.000, wilcoxon_p=0.518 mannwhitneyu_stat=7618.000, mannwhitneyu_p=0.367 wilcoxon_stat_rost=7618.000, wilcoxon_p_rost=0.367 mannwhitneyu_stat_rost=7618.000, mannwhitneyu_p_rost=0.367 wilcoxon_stat_snizh=7618.000, wilcoxon_p_snizh=0.633 mannwhitneyu_stat_snizh=7618.000, mannwhitneyu_p_snizh=0.633 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SNR.L: wilcoxon_stat=3229.000, wilcoxon_p=0.081 mannwhitneyu_stat=6452.500, mannwhitneyu_p=0.009 wilcoxon_stat_rost=6452.500, wilcoxon_p_rost=0.009 mannwhitneyu_stat_rost=6452.500, mannwhitneyu_p_rost=0.009 wilcoxon_stat_snizh=6452.500, wilcoxon_p_snizh=0.991 mannwhitneyu_stat_snizh=6452.500, mannwhitneyu_p_snizh=0.991 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SEQI.L: wilcoxon_stat=3810.000, wilcoxon_p=0.994 mannwhitneyu_stat=7790.500, mannwhitneyu_p=0.485 wilcoxon_stat_rost=7834.500, wilcoxon_p_rost=0.516 mannwhitneyu_stat_rost=7834.500, mannwhitneyu_p_rost=0.516 wilcoxon_stat_snizh=7834.500, wilcoxon_p_snizh=0.485 mannwhitneyu_stat_snizh=7834.500, mannwhitneyu_p_snizh=0.485 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SRP.L: wilcoxon_stat=3630.000, wilcoxon_p=0.449 mannwhitneyu_stat=7194.000, mannwhitneyu_p=0.140 wilcoxon_stat_rost=7194.000, wilcoxon_p_rost=0.140 mannwhitneyu_stat_rost=7194.000, mannwhitneyu_p_rost=0.140 wilcoxon_stat_snizh=7194.000, wilcoxon_p_snizh=0.861 mannwhitneyu_stat_snizh=7194.000, mannwhitneyu_p_snizh=0.861 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SVT.L: wilcoxon_stat=3832.000, wilcoxon_p=0.795 mannwhitneyu_stat=7804.000, mannwhitneyu_p=0.494 wilcoxon_stat_rost=7804.000, wilcoxon_p_rost=0.494 mannwhitneyu_stat_rost=7804.000, mannwhitneyu_p_rost=0.494 wilcoxon_stat_snizh=7804.000, wilcoxon_p_snizh=0.506 mannwhitneyu_stat_snizh=7804.000, mannwhitneyu_p_snizh=0.506 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SHB.L: wilcoxon_stat=3512.000, wilcoxon_p=0.294 mannwhitneyu_stat=7153.000, mannwhitneyu_p=0.125 wilcoxon_stat_rost=7153.000, wilcoxon_p_rost=0.125 mannwhitneyu_stat_rost=7153.000, mannwhitneyu_p_rost=0.125 wilcoxon_stat_snizh=7153.000, wilcoxon_p_snizh=0.876 mannwhitneyu_stat_snizh=7153.000, mannwhitneyu_p_snizh=0.876 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SHI.L: wilcoxon_stat=2943.000, wilcoxon_p=0.014 mannwhitneyu_stat=6172.000, mannwhitneyu_p=0.002 wilcoxon_stat_rost=6172.000, wilcoxon_p_rost=0.002 mannwhitneyu_stat_rost=6172.000, mannwhitneyu_p_rost=0.002 wilcoxon_stat_snizh=6172.000, wilcoxon_p_snizh=0.998 mannwhitneyu_stat_snizh=6172.000, mannwhitneyu_p_snizh=0.998 wilcoxon probably different distributions mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SN.L: wilcoxon_stat=3661.000, wilcoxon_p=0.496 mannwhitneyu_stat=7533.500, mannwhitneyu_p=0.313 wilcoxon_stat_rost=7533.500, wilcoxon_p_rost=0.313 mannwhitneyu_stat_rost=7533.500, mannwhitneyu_p_rost=0.313 wilcoxon_stat_snizh=7533.500, wilcoxon_p_snizh=0.688 mannwhitneyu_stat_snizh=7533.500, mannwhitneyu_p_snizh=0.688 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SMDS.L: wilcoxon_stat=3641.000, wilcoxon_p=0.465 mannwhitneyu_stat=7373.500, mannwhitneyu_p=0.222 wilcoxon_stat_rost=7373.500, wilcoxon_p_rost=0.222 mannwhitneyu_stat_rost=7373.500, mannwhitneyu_p_rost=0.222 wilcoxon_stat_snizh=7373.500, wilcoxon_p_snizh=0.779 mannwhitneyu_stat_snizh=7373.500, mannwhitneyu_p_snizh=0.779 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SMIN.L: wilcoxon_stat=3926.000, wilcoxon_p=0.977 mannwhitneyu_stat=7772.000, mannwhitneyu_p=0.472 wilcoxon_stat_rost=7853.000, wilcoxon_p_rost=0.529 mannwhitneyu_stat_rost=7853.000, mannwhitneyu_p_rost=0.529 wilcoxon_stat_snizh=7853.000, wilcoxon_p_snizh=0.472 mannwhitneyu_stat_snizh=7853.000, mannwhitneyu_p_snizh=0.472 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SKG.L: wilcoxon_stat=3680.000, wilcoxon_p=0.526 mannwhitneyu_stat=7587.500, mannwhitneyu_p=0.347 wilcoxon_stat_rost=7587.500, wilcoxon_p_rost=0.347 mannwhitneyu_stat_rost=7587.500, mannwhitneyu_p_rost=0.347 wilcoxon_stat_snizh=7587.500, wilcoxon_p_snizh=0.653 mannwhitneyu_stat_snizh=7587.500, mannwhitneyu_p_snizh=0.653 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SCT.L: wilcoxon_stat=3846.000, wilcoxon_p=0.822 mannwhitneyu_stat=7664.000, mannwhitneyu_p=0.398 wilcoxon_stat_rost=7664.000, wilcoxon_p_rost=0.398 mannwhitneyu_stat_rost=7664.000, mannwhitneyu_p_rost=0.398 wilcoxon_stat_snizh=7664.000, wilcoxon_p_snizh=0.603 mannwhitneyu_stat_snizh=7664.000, mannwhitneyu_p_snizh=0.603 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SXS.L: wilcoxon_stat=3654.000, wilcoxon_p=0.485 mannwhitneyu_stat=7384.500, mannwhitneyu_p=0.227 wilcoxon_stat_rost=7384.500, wilcoxon_p_rost=0.227 mannwhitneyu_stat_rost=7384.500, mannwhitneyu_p_rost=0.227 wilcoxon_stat_snizh=7384.500, wilcoxon_p_snizh=0.773 mannwhitneyu_stat_snizh=7384.500, mannwhitneyu_p_snizh=0.773 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SPX.L: wilcoxon_stat=3792.000, wilcoxon_p=0.720 mannwhitneyu_stat=7699.500, mannwhitneyu_p=0.422 wilcoxon_stat_rost=7699.500, wilcoxon_p_rost=0.422 mannwhitneyu_stat_rost=7699.500, mannwhitneyu_p_rost=0.422 wilcoxon_stat_snizh=7699.500, wilcoxon_p_snizh=0.579 mannwhitneyu_stat_snizh=7699.500, mannwhitneyu_p_snizh=0.579 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SPI.L: wilcoxon_stat=3304.000, wilcoxon_p=0.119 mannwhitneyu_stat=6713.500, mannwhitneyu_p=0.027 wilcoxon_stat_rost=6713.500, wilcoxon_p_rost=0.027 mannwhitneyu_stat_rost=6713.500, mannwhitneyu_p_rost=0.027 wilcoxon_stat_snizh=6713.500, wilcoxon_p_snizh=0.973 mannwhitneyu_stat_snizh=6713.500, mannwhitneyu_p_snizh=0.973 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SPT.L: wilcoxon_stat=3797.500, wilcoxon_p=0.730 mannwhitneyu_stat=7739.500, mannwhitneyu_p=0.450 wilcoxon_stat_rost=7885.500, wilcoxon_p_rost=0.551 mannwhitneyu_stat_rost=7885.500, mannwhitneyu_p_rost=0.551 wilcoxon_stat_snizh=7885.500, wilcoxon_p_snizh=0.450 mannwhitneyu_stat_snizh=7885.500, mannwhitneyu_p_snizh=0.450 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SSE.L: wilcoxon_stat=3590.000, wilcoxon_p=0.392 mannwhitneyu_stat=7143.500, mannwhitneyu_p=0.121 wilcoxon_stat_rost=8481.500, wilcoxon_p_rost=0.879 mannwhitneyu_stat_rost=8481.500, mannwhitneyu_p_rost=0.879 wilcoxon_stat_snizh=8481.500, wilcoxon_p_snizh=0.121 mannwhitneyu_stat_snizh=8481.500, mannwhitneyu_p_snizh=0.121 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SSPG.L: wilcoxon_stat=3589.000, wilcoxon_p=0.391 mannwhitneyu_stat=7156.000, mannwhitneyu_p=0.126 wilcoxon_stat_rost=7156.000, wilcoxon_p_rost=0.126 mannwhitneyu_stat_rost=7156.000, mannwhitneyu_p_rost=0.126 wilcoxon_stat_snizh=7156.000, wilcoxon_p_snizh=0.875 mannwhitneyu_stat_snizh=7156.000, mannwhitneyu_p_snizh=0.875 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== STJ.L: wilcoxon_stat=3611.000, wilcoxon_p=0.421 mannwhitneyu_stat=7224.500, mannwhitneyu_p=0.152 wilcoxon_stat_rost=7224.500, wilcoxon_p_rost=0.152 mannwhitneyu_stat_rost=7224.500, mannwhitneyu_p_rost=0.152 wilcoxon_stat_snizh=7224.500, wilcoxon_p_snizh=0.848 mannwhitneyu_stat_snizh=7224.500, mannwhitneyu_p_snizh=0.848 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SGC.L: wilcoxon_stat=3101.000, wilcoxon_p=0.039 mannwhitneyu_stat=6864.500, mannwhitneyu_p=0.049 wilcoxon_stat_rost=6864.500, wilcoxon_p_rost=0.049 mannwhitneyu_stat_rost=6864.500, mannwhitneyu_p_rost=0.049 wilcoxon_stat_snizh=6864.500, wilcoxon_p_snizh=0.951 mannwhitneyu_stat_snizh=6864.500, mannwhitneyu_p_snizh=0.951 wilcoxon probably different distributions mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== STAN.L: wilcoxon_stat=3612.000, wilcoxon_p=0.423 mannwhitneyu_stat=7255.000, mannwhitneyu_p=0.165 wilcoxon_stat_rost=7255.000, wilcoxon_p_rost=0.165 mannwhitneyu_stat_rost=7255.000, mannwhitneyu_p_rost=0.165 wilcoxon_stat_snizh=7255.000, wilcoxon_p_snizh=0.835 mannwhitneyu_stat_snizh=7255.000, mannwhitneyu_p_snizh=0.835 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SDRY.L: wilcoxon_stat=3265.000, wilcoxon_p=0.098 mannwhitneyu_stat=6874.500, mannwhitneyu_p=0.051 wilcoxon_stat_rost=6874.500, wilcoxon_p_rost=0.051 mannwhitneyu_stat_rost=6874.500, mannwhitneyu_p_rost=0.051 wilcoxon_stat_snizh=6874.500, wilcoxon_p_snizh=0.950 mannwhitneyu_stat_snizh=6874.500, mannwhitneyu_p_snizh=0.950 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxo_rostn probably different distributions mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SYNC.L: wilcoxon_stat=3551.000, wilcoxon_p=0.341 mannwhitneyu_stat=7004.500, mannwhitneyu_p=0.079 wilcoxon_stat_rost=8620.500, wilcoxon_p_rost=0.921 mannwhitneyu_stat_rost=8620.500, mannwhitneyu_p_rost=0.921 wilcoxon_stat_snizh=8620.500, wilcoxon_p_snizh=0.079 mannwhitneyu_stat_snizh=8620.500, mannwhitneyu_p_snizh=0.079 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SYNT.L: wilcoxon_stat=3537.000, wilcoxon_p=0.324 mannwhitneyu_stat=7173.500, mannwhitneyu_p=0.132 wilcoxon_stat_rost=7173.500, wilcoxon_p_rost=0.132 mannwhitneyu_stat_rost=7173.500, mannwhitneyu_p_rost=0.132 wilcoxon_stat_snizh=7173.500, wilcoxon_p_snizh=0.868 mannwhitneyu_stat_snizh=7173.500, mannwhitneyu_p_snizh=0.868 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TATE.L: wilcoxon_stat=3705.000, wilcoxon_p=0.567 mannwhitneyu_stat=7718.000, mannwhitneyu_p=0.435 wilcoxon_stat_rost=7718.000, wilcoxon_p_rost=0.435 mannwhitneyu_stat_rost=7718.000, mannwhitneyu_p_rost=0.435 wilcoxon_stat_snizh=7718.000, wilcoxon_p_snizh=0.566 mannwhitneyu_stat_snizh=7718.000, mannwhitneyu_p_snizh=0.566 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TW.L: wilcoxon_stat=3871.000, wilcoxon_p=0.870 mannwhitneyu_stat=7788.000, mannwhitneyu_p=0.483 wilcoxon_stat_rost=7788.000, wilcoxon_p_rost=0.483 mannwhitneyu_stat_rost=7788.000, mannwhitneyu_p_rost=0.483 wilcoxon_stat_snizh=7788.000, wilcoxon_p_snizh=0.517 mannwhitneyu_stat_snizh=7788.000, mannwhitneyu_p_snizh=0.517 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TBCG.L: wilcoxon_stat=3757.000, wilcoxon_p=0.657 mannwhitneyu_stat=7446.500, mannwhitneyu_p=0.261 wilcoxon_stat_rost=7446.500, wilcoxon_p_rost=0.261 mannwhitneyu_stat_rost=7446.500, mannwhitneyu_p_rost=0.261 wilcoxon_stat_snizh=7446.500, wilcoxon_p_snizh=0.739 mannwhitneyu_stat_snizh=7446.500, mannwhitneyu_p_snizh=0.739 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TED.L: wilcoxon_stat=3095.000, wilcoxon_p=0.038 mannwhitneyu_stat=6583.000, mannwhitneyu_p=0.016 wilcoxon_stat_rost=6583.000, wilcoxon_p_rost=0.016 mannwhitneyu_stat_rost=6583.000, mannwhitneyu_p_rost=0.016 wilcoxon_stat_snizh=6583.000, wilcoxon_p_snizh=0.984 mannwhitneyu_stat_snizh=6583.000, mannwhitneyu_p_snizh=0.984 wilcoxon probably different distributions mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TEP.L: wilcoxon_stat=3647.000, wilcoxon_p=0.474 mannwhitneyu_stat=7233.000, mannwhitneyu_p=0.156 wilcoxon_stat_rost=8392.000, wilcoxon_p_rost=0.845 mannwhitneyu_stat_rost=8392.000, mannwhitneyu_p_rost=0.845 wilcoxon_stat_snizh=8392.000, wilcoxon_p_snizh=0.156 mannwhitneyu_stat_snizh=8392.000, mannwhitneyu_p_snizh=0.156 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TMPL.L: wilcoxon_stat=3218.000, wilcoxon_p=0.076 mannwhitneyu_stat=6581.000, mannwhitneyu_p=0.016 wilcoxon_stat_rost=6581.000, wilcoxon_p_rost=0.016 mannwhitneyu_stat_rost=6581.000, mannwhitneyu_p_rost=0.016 wilcoxon_stat_snizh=6581.000, wilcoxon_p_snizh=0.984 mannwhitneyu_stat_snizh=6581.000, mannwhitneyu_p_snizh=0.984 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TEM.L: wilcoxon_stat=3840.000, wilcoxon_p=0.930 mannwhitneyu_stat=7648.000, mannwhitneyu_p=0.387 wilcoxon_stat_rost=7977.000, wilcoxon_p_rost=0.614 mannwhitneyu_stat_rost=7977.000, mannwhitneyu_p_rost=0.614 wilcoxon_stat_snizh=7977.000, wilcoxon_p_snizh=0.387 mannwhitneyu_stat_snizh=7977.000, mannwhitneyu_p_snizh=0.387 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TSCO.L: wilcoxon_stat=3891.000, wilcoxon_p=0.909 mannwhitneyu_stat=7751.000, mannwhitneyu_p=0.458 wilcoxon_stat_rost=7751.000, wilcoxon_p_rost=0.458 mannwhitneyu_stat_rost=7751.000, mannwhitneyu_p_rost=0.458 wilcoxon_stat_snizh=7751.000, wilcoxon_p_snizh=0.543 mannwhitneyu_stat_snizh=7751.000, mannwhitneyu_p_snizh=0.543 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TIFS.L: wilcoxon_stat=3693.000, wilcoxon_p=0.547 mannwhitneyu_stat=7263.000, mannwhitneyu_p=0.168 wilcoxon_stat_rost=7263.000, wilcoxon_p_rost=0.168 mannwhitneyu_stat_rost=7263.000, mannwhitneyu_p_rost=0.168 wilcoxon_stat_snizh=7263.000, wilcoxon_p_snizh=0.832 mannwhitneyu_stat_snizh=7263.000, mannwhitneyu_p_snizh=0.832 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TCAP.L: wilcoxon_stat=3922.000, wilcoxon_p=0.970 mannwhitneyu_stat=7718.000, mannwhitneyu_p=0.435 wilcoxon_stat_rost=7907.000, wilcoxon_p_rost=0.566 mannwhitneyu_stat_rost=7907.000, mannwhitneyu_p_rost=0.566 wilcoxon_stat_snizh=7907.000, wilcoxon_p_snizh=0.435 mannwhitneyu_stat_snizh=7907.000, mannwhitneyu_p_snizh=0.435 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TRY.L: wilcoxon_stat=3607.000, wilcoxon_p=0.415 mannwhitneyu_stat=7259.500, mannwhitneyu_p=0.167 wilcoxon_stat_rost=7259.500, wilcoxon_p_rost=0.167 mannwhitneyu_stat_rost=7259.500, mannwhitneyu_p_rost=0.167 wilcoxon_stat_snizh=7259.500, wilcoxon_p_snizh=0.834 mannwhitneyu_stat_snizh=7259.500, mannwhitneyu_p_snizh=0.834 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TPK.L: wilcoxon_stat=3451.000, wilcoxon_p=0.231 mannwhitneyu_stat=7390.000, mannwhitneyu_p=0.230 wilcoxon_stat_rost=7390.000, wilcoxon_p_rost=0.230 mannwhitneyu_stat_rost=7390.000, mannwhitneyu_p_rost=0.230 wilcoxon_stat_snizh=7390.000, wilcoxon_p_snizh=0.770 mannwhitneyu_stat_snizh=7390.000, mannwhitneyu_p_snizh=0.770 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BBOX.L: wilcoxon_stat=3721.000, wilcoxon_p=0.594 mannwhitneyu_stat=7345.000, mannwhitneyu_p=0.207 wilcoxon_stat_rost=7345.000, wilcoxon_p_rost=0.207 mannwhitneyu_stat_rost=7345.000, mannwhitneyu_p_rost=0.207 wilcoxon_stat_snizh=7345.000, wilcoxon_p_snizh=0.794 mannwhitneyu_stat_snizh=7345.000, mannwhitneyu_p_snizh=0.794 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TUI.L: wilcoxon_stat=3302.000, wilcoxon_p=0.117 mannwhitneyu_stat=6680.000, mannwhitneyu_p=0.024 wilcoxon_stat_rost=6680.000, wilcoxon_p_rost=0.024 mannwhitneyu_stat_rost=6680.000, mannwhitneyu_p_rost=0.024 wilcoxon_stat_snizh=6680.000, wilcoxon_p_snizh=0.976 mannwhitneyu_stat_snizh=6680.000, mannwhitneyu_p_snizh=0.976 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TLW.L: wilcoxon_stat=3151.000, wilcoxon_p=0.053 mannwhitneyu_stat=6725.000, mannwhitneyu_p=0.029 wilcoxon_stat_rost=6725.000, wilcoxon_p_rost=0.029 mannwhitneyu_stat_rost=6725.000, mannwhitneyu_p_rost=0.029 wilcoxon_stat_snizh=6725.000, wilcoxon_p_snizh=0.971 mannwhitneyu_stat_snizh=6725.000, mannwhitneyu_p_snizh=0.971 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== UKCM.L: wilcoxon_stat=3704.000, wilcoxon_p=0.565 mannwhitneyu_stat=7292.500, mannwhitneyu_p=0.182 wilcoxon_stat_rost=7292.500, wilcoxon_p_rost=0.182 mannwhitneyu_stat_rost=7292.500, mannwhitneyu_p_rost=0.182 wilcoxon_stat_snizh=7292.500, wilcoxon_p_snizh=0.819 mannwhitneyu_stat_snizh=7292.500, mannwhitneyu_p_snizh=0.819 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ULE.L: wilcoxon_stat=3889.000, wilcoxon_p=0.905 mannwhitneyu_stat=7697.000, mannwhitneyu_p=0.420 wilcoxon_stat_rost=7697.000, wilcoxon_p_rost=0.420 mannwhitneyu_stat_rost=7697.000, mannwhitneyu_p_rost=0.420 wilcoxon_stat_snizh=7697.000, wilcoxon_p_snizh=0.580 mannwhitneyu_stat_snizh=7697.000, mannwhitneyu_p_snizh=0.580 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ULVR.L: wilcoxon_stat=3935.000, wilcoxon_p=0.995 mannwhitneyu_stat=7693.500, mannwhitneyu_p=0.418 wilcoxon_stat_rost=7693.500, wilcoxon_p_rost=0.418 mannwhitneyu_stat_rost=7693.500, mannwhitneyu_p_rost=0.418 wilcoxon_stat_snizh=7693.500, wilcoxon_p_snizh=0.583 mannwhitneyu_stat_snizh=7693.500, mannwhitneyu_p_snizh=0.583 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== UTG.L: wilcoxon_stat=3715.000, wilcoxon_p=0.584 mannwhitneyu_stat=7503.000, mannwhitneyu_p=0.294 wilcoxon_stat_rost=7503.000, wilcoxon_p_rost=0.294 mannwhitneyu_stat_rost=7503.000, mannwhitneyu_p_rost=0.294 wilcoxon_stat_snizh=7503.000, wilcoxon_p_snizh=0.706 mannwhitneyu_stat_snizh=7503.000, mannwhitneyu_p_snizh=0.706 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== UU.L: wilcoxon_stat=3887.000, wilcoxon_p=0.901 mannwhitneyu_stat=7790.000, mannwhitneyu_p=0.485 wilcoxon_stat_rost=7835.000, wilcoxon_p_rost=0.516 mannwhitneyu_stat_rost=7835.000, mannwhitneyu_p_rost=0.516 wilcoxon_stat_snizh=7835.000, wilcoxon_p_snizh=0.485 mannwhitneyu_stat_snizh=7835.000, mannwhitneyu_p_snizh=0.485 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== VSVS.L: wilcoxon_stat=3778.000, wilcoxon_p=0.694 mannwhitneyu_stat=7777.500, mannwhitneyu_p=0.476 wilcoxon_stat_rost=7777.500, wilcoxon_p_rost=0.476 mannwhitneyu_stat_rost=7777.500, mannwhitneyu_p_rost=0.476 wilcoxon_stat_snizh=7777.500, wilcoxon_p_snizh=0.525 mannwhitneyu_stat_snizh=7777.500, mannwhitneyu_p_snizh=0.525 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== VCT.L: wilcoxon_stat=3507.000, wilcoxon_p=0.289 mannwhitneyu_stat=7228.500, mannwhitneyu_p=0.154 wilcoxon_stat_rost=7228.500, wilcoxon_p_rost=0.154 mannwhitneyu_stat_rost=7228.500, mannwhitneyu_p_rost=0.154 wilcoxon_stat_snizh=7228.500, wilcoxon_p_snizh=0.847 mannwhitneyu_stat_snizh=7228.500, mannwhitneyu_p_snizh=0.847 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== VEIL.L: wilcoxon_stat=3653.000, wilcoxon_p=0.580 mannwhitneyu_stat=7181.000, mannwhitneyu_p=0.135 wilcoxon_stat_rost=7181.000, wilcoxon_p_rost=0.135 mannwhitneyu_stat_rost=7181.000, mannwhitneyu_p_rost=0.135 wilcoxon_stat_snizh=7181.000, wilcoxon_p_snizh=0.866 mannwhitneyu_stat_snizh=7181.000, mannwhitneyu_p_snizh=0.866 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== VOF.L: wilcoxon_stat=3725.500, wilcoxon_p=0.601 mannwhitneyu_stat=7568.500, mannwhitneyu_p=0.335 wilcoxon_stat_rost=7568.500, wilcoxon_p_rost=0.335 mannwhitneyu_stat_rost=7568.500, mannwhitneyu_p_rost=0.335 wilcoxon_stat_snizh=7568.500, wilcoxon_p_snizh=0.666 mannwhitneyu_stat_snizh=7568.500, mannwhitneyu_p_snizh=0.666 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== VVO.L: wilcoxon_stat=3395.000, wilcoxon_p=0.181 mannwhitneyu_stat=6758.500, mannwhitneyu_p=0.033 wilcoxon_stat_rost=6758.500, wilcoxon_p_rost=0.033 mannwhitneyu_stat_rost=6758.500, mannwhitneyu_p_rost=0.033 wilcoxon_stat_snizh=6758.500, wilcoxon_p_snizh=0.967 mannwhitneyu_stat_snizh=6758.500, mannwhitneyu_p_snizh=0.967 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== VOD.L: wilcoxon_stat=3795.000, wilcoxon_p=0.726 mannwhitneyu_stat=7697.000, mannwhitneyu_p=0.420 wilcoxon_stat_rost=7697.000, wilcoxon_p_rost=0.420 mannwhitneyu_stat_rost=7697.000, mannwhitneyu_p_rost=0.420 wilcoxon_stat_snizh=7697.000, wilcoxon_p_snizh=0.580 mannwhitneyu_stat_snizh=7697.000, mannwhitneyu_p_snizh=0.580 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== WEIR.L: wilcoxon_stat=3766.000, wilcoxon_p=0.673 mannwhitneyu_stat=7684.000, mannwhitneyu_p=0.411 wilcoxon_stat_rost=7684.000, wilcoxon_p_rost=0.411 mannwhitneyu_stat_rost=7684.000, mannwhitneyu_p_rost=0.411 wilcoxon_stat_snizh=7684.000, wilcoxon_p_snizh=0.589 mannwhitneyu_stat_snizh=7684.000, mannwhitneyu_p_snizh=0.589 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== JDW.L: wilcoxon_stat=3477.000, wilcoxon_p=0.257 mannwhitneyu_stat=7103.000, mannwhitneyu_p=0.107 wilcoxon_stat_rost=7103.000, wilcoxon_p_rost=0.107 mannwhitneyu_stat_rost=7103.000, mannwhitneyu_p_rost=0.107 wilcoxon_stat_snizh=7103.000, wilcoxon_p_snizh=0.893 mannwhitneyu_stat_snizh=7103.000, mannwhitneyu_p_snizh=0.893 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SMWH.L: wilcoxon_stat=3238.000, wilcoxon_p=0.085 mannwhitneyu_stat=6877.500, mannwhitneyu_p=0.051 wilcoxon_stat_rost=6877.500, wilcoxon_p_rost=0.051 mannwhitneyu_stat_rost=6877.500, mannwhitneyu_p_rost=0.051 wilcoxon_stat_snizh=6877.500, wilcoxon_p_snizh=0.949 mannwhitneyu_stat_snizh=6877.500, mannwhitneyu_p_snizh=0.949 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxo_rostn probably different distributions mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== WTB.L: wilcoxon_stat=3417.000, wilcoxon_p=0.200 mannwhitneyu_stat=7184.000, mannwhitneyu_p=0.136 wilcoxon_stat_rost=7184.000, wilcoxon_p_rost=0.136 mannwhitneyu_stat_rost=7184.000, mannwhitneyu_p_rost=0.136 wilcoxon_stat_snizh=7184.000, wilcoxon_p_snizh=0.864 mannwhitneyu_stat_snizh=7184.000, mannwhitneyu_p_snizh=0.864 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== WTAN.L: wilcoxon_stat=3619.000, wilcoxon_p=0.523 mannwhitneyu_stat=7395.000, mannwhitneyu_p=0.233 wilcoxon_stat_rost=7395.000, wilcoxon_p_rost=0.233 mannwhitneyu_stat_rost=7395.000, mannwhitneyu_p_rost=0.233 wilcoxon_stat_snizh=7395.000, wilcoxon_p_snizh=0.768 mannwhitneyu_stat_snizh=7395.000, mannwhitneyu_p_snizh=0.768 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== WIZZ.L: wilcoxon_stat=3776.000, wilcoxon_p=0.691 mannwhitneyu_stat=7709.000, mannwhitneyu_p=0.429 wilcoxon_stat_rost=7709.000, wilcoxon_p_rost=0.429 mannwhitneyu_stat_rost=7709.000, mannwhitneyu_p_rost=0.429 wilcoxon_stat_snizh=7709.000, wilcoxon_p_snizh=0.572 mannwhitneyu_stat_snizh=7709.000, mannwhitneyu_p_snizh=0.572 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== WG.L: wilcoxon_stat=3719.000, wilcoxon_p=0.590 mannwhitneyu_stat=7614.500, mannwhitneyu_p=0.365 wilcoxon_stat_rost=7614.500, wilcoxon_p_rost=0.365 mannwhitneyu_stat_rost=7614.500, mannwhitneyu_p_rost=0.365 wilcoxon_stat_snizh=7614.500, wilcoxon_p_snizh=0.636 mannwhitneyu_stat_snizh=7614.500, mannwhitneyu_p_snizh=0.636 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== WKP.L: wilcoxon_stat=3496.000, wilcoxon_p=0.277 mannwhitneyu_stat=7206.500, mannwhitneyu_p=0.145 wilcoxon_stat_rost=7206.500, wilcoxon_p_rost=0.145 mannwhitneyu_stat_rost=7206.500, mannwhitneyu_p_rost=0.145 wilcoxon_stat_snizh=7206.500, wilcoxon_p_snizh=0.856 mannwhitneyu_stat_snizh=7206.500, mannwhitneyu_p_snizh=0.856 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== WWH.L: wilcoxon_stat=3658.000, wilcoxon_p=0.588 mannwhitneyu_stat=7536.000, mannwhitneyu_p=0.315 wilcoxon_stat_rost=8089.000, wilcoxon_p_rost=0.686 mannwhitneyu_stat_rost=8089.000, mannwhitneyu_p_rost=0.686 wilcoxon_stat_snizh=8089.000, wilcoxon_p_snizh=0.315 mannwhitneyu_stat_snizh=8089.000, mannwhitneyu_p_snizh=0.315 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== WPP.L: wilcoxon_stat=3666.000, wilcoxon_p=0.504 mannwhitneyu_stat=7162.500, mannwhitneyu_p=0.128 wilcoxon_stat_rost=7162.500, wilcoxon_p_rost=0.128 mannwhitneyu_stat_rost=7162.500, mannwhitneyu_p_rost=0.128 wilcoxon_stat_snizh=7162.500, wilcoxon_p_snizh=0.872 mannwhitneyu_stat_snizh=7162.500, mannwhitneyu_p_snizh=0.872 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ==================================================================
In [314]:
print("Total ticker: "+str((len(tickers_list))))
print("Total analyzed days: "+str(len(data_hy_20[ticker])))
print("==================================================================")
print("wilcoxon_accept: "+str(wilcoxon_accept))
print("mannwhitneyu_accept: "+str(mannwhitneyu_accept))
print("wilcoxon_rejection: "+str(wilcoxon_rejection))
print("mannwhitneyu_rejection: "+str(mannwhitneyu_rejection))
print("==================================================================")
print("wilcoxon_accept_snizh: "+str(wilcoxon_accept_snizh))
print("mannwhitneyu_accept_snizh: "+str(mannwhitneyu_accept_snizh))
print("wilcoxon_rejection_snizh: "+str(wilcoxon_rejection_snizh))
print("mannwhitneyu_rejection_snizh: "+str(mannwhitneyu_rejection_snizh))
print("==================================================================")
print("wilcoxon_accept_rost: "+str(wilcoxon_accept_rost))
print("mannwhitneyu_accept_rost: "+str(mannwhitneyu_accept_rost))
print("wilcoxon_rejection_rost: "+str(wilcoxon_rejection_rost))
print("mannwhitneyu_rejection_rost: "+str(mannwhitneyu_rejection_rost))
Total ticker: 285 Total analyzed days: 125 ================================================================== wilcoxon_accept: 277 mannwhitneyu_accept: 251 wilcoxon_rejection: 8 mannwhitneyu_rejection: 34 ================================================================== wilcoxon_accept_snizh: 284 mannwhitneyu_accept_snizh: 283 wilcoxon_rejection_snizh: 1 mannwhitneyu_rejection_snizh: 2 ================================================================== wilcoxon_accept_rost: 266 mannwhitneyu_accept_rost: 253 wilcoxon_rejection_rost: 19 mannwhitneyu_rejection_rost: 32
All year
In [315]:
print("2020-2021 1 year")
print("============================================")
wilcoxon_accept = 0
mannwhitneyu_accept = 0
wilcoxon_rejection = 0
mannwhitneyu_rejection = 0
wilcoxon_accept_rost = 0
mannwhitneyu_accept_rost = 0
wilcoxon_rejection_rost = 0
mannwhitneyu_rejection_rost = 0
wilcoxon_accept_snizh = 0
mannwhitneyu_accept_snizh = 0
wilcoxon_rejection_snizh = 0
mannwhitneyu_rejection_snizh = 0
for ticker in tickers_list:
wilcoxon_stat, wilcoxon_p = stats.wilcoxon(list(data_ay_20[ticker]), list(data_ay_21[ticker]))
mannwhitneyu_stat, mannwhitneyu_p = stats.mannwhitneyu(list(data_ay_20[ticker]), list(data_ay_21[ticker]))
#тренд роста
wilcoxon_stat_rost, wilcoxon_p_rost = stats.wilcoxon(list(data_ay_20[ticker]), list(data_ay_21[ticker]), alternative="less")
mannwhitneyu_stat_rost, mannwhitneyu_p_rost = stats.mannwhitneyu(list(data_ay_20[ticker]), list(data_ay_21[ticker]), alternative="less")
#тренд снижения
wilcoxon_stat_snizh, wilcoxon_p_snizh = stats.wilcoxon(list(data_ay_20[ticker]), list(data_ay_21[ticker]), alternative="greater")
mannwhitneyu_stat_snizh, mannwhitneyu_p_snizh = stats.mannwhitneyu(list(data_ay_20[ticker]), list(data_ay_21[ticker]), alternative="greater")
print(ticker+": "+'wilcoxon_stat=%.3f, wilcoxon_p=%.3f' % (wilcoxon_stat, wilcoxon_p))
print('mannwhitneyu_stat=%.3f, mannwhitneyu_p=%.3f' % (mannwhitneyu_stat, mannwhitneyu_p))
print('wilcoxon_stat_rost=%.3f, wilcoxon_p_rost=%.3f' % (mannwhitneyu_stat_rost, mannwhitneyu_p_rost))
print('mannwhitneyu_stat_rost=%.3f, mannwhitneyu_p_rost=%.3f' % (mannwhitneyu_stat_rost, mannwhitneyu_p_rost))
print('wilcoxon_stat_snizh=%.3f, wilcoxon_p_snizh=%.3f' % (mannwhitneyu_stat_snizh, mannwhitneyu_p_snizh))
print('mannwhitneyu_stat_snizh=%.3f, mannwhitneyu_p_snizh=%.3f' % (mannwhitneyu_stat_snizh, mannwhitneyu_p_snizh))
if wilcoxon_p > alpha_val_main:
print('wilcoxon probably the same distribution')
wilcoxon_accept += 1
else:
print('wilcoxon probably different distributions')
wilcoxon_rejection += 1
if mannwhitneyu_p > alpha_val_main:
print('mannwhitneyu probably the same distribution')
mannwhitneyu_accept += 1
else:
print('mannwhitneyu probably different distributions')
mannwhitneyu_rejection += 1
if wilcoxon_p_rost > alpha_val_main:
print('wilcoxon_rost probably the same distribution')
wilcoxon_accept_rost += 1
else:
print('wilcoxo_rostn probably different distributions')
wilcoxon_rejection_rost += 1
if mannwhitneyu_p_rost > alpha_val_main:
print('mannwhitneyu_rost probably the same distribution')
mannwhitneyu_accept_rost += 1
else:
print('mannwhitneyu_rost probably different distributions')
mannwhitneyu_rejection_rost += 1
if wilcoxon_p_snizh > alpha_val_main:
print('wilcoxon_snizh probably the same distribution')
wilcoxon_accept_snizh += 1
else:
print('wilcoxon_snizh probably different distributions')
wilcoxon_rejection_snizh += 1
if mannwhitneyu_p_snizh > alpha_val_main:
print('mannwhitneyu_snizh probably the same distribution')
mannwhitneyu_accept_snizh += 1
else:
print('mannwhitneyu_snizh probably different distributions')
mannwhitneyu_rejection_snizh += 1
print("==================================================================")
2020-2021 1 year ============================================ III.L: wilcoxon_stat=15620.000, wilcoxon_p=0.702 mannwhitneyu_stat=31481.500, mannwhitneyu_p=0.375 wilcoxon_stat_rost=32527.500, wilcoxon_p_rost=0.625 mannwhitneyu_stat_rost=32527.500, mannwhitneyu_p_rost=0.625 wilcoxon_stat_snizh=32527.500, wilcoxon_p_snizh=0.375 mannwhitneyu_stat_snizh=32527.500, mannwhitneyu_p_snizh=0.375 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== 3IN.L: wilcoxon_stat=15892.500, wilcoxon_p=0.882 mannwhitneyu_stat=31260.500, mannwhitneyu_p=0.326 wilcoxon_stat_rost=31260.500, wilcoxon_p_rost=0.326 mannwhitneyu_stat_rost=31260.500, mannwhitneyu_p_rost=0.326 wilcoxon_stat_snizh=31260.500, wilcoxon_p_snizh=0.675 mannwhitneyu_stat_snizh=31260.500, mannwhitneyu_p_snizh=0.675 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== 888.L: wilcoxon_stat=15630.000, wilcoxon_p=0.790 mannwhitneyu_stat=31498.000, mannwhitneyu_p=0.379 wilcoxon_stat_rost=31498.000, wilcoxon_p_rost=0.379 mannwhitneyu_stat_rost=31498.000, mannwhitneyu_p_rost=0.379 wilcoxon_stat_snizh=31498.000, wilcoxon_p_snizh=0.621 mannwhitneyu_stat_snizh=31498.000, mannwhitneyu_p_snizh=0.621 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ABF.L: wilcoxon_stat=15787.000, wilcoxon_p=0.811 mannwhitneyu_stat=31175.000, mannwhitneyu_p=0.307 wilcoxon_stat_rost=31175.000, wilcoxon_p_rost=0.307 mannwhitneyu_stat_rost=31175.000, mannwhitneyu_p_rost=0.307 wilcoxon_stat_snizh=31175.000, wilcoxon_p_snizh=0.693 mannwhitneyu_stat_snizh=31175.000, mannwhitneyu_p_snizh=0.693 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ASL.L: wilcoxon_stat=15850.000, wilcoxon_p=0.853 mannwhitneyu_stat=31138.500, mannwhitneyu_p=0.299 wilcoxon_stat_rost=31138.500, wilcoxon_p_rost=0.299 mannwhitneyu_stat_rost=31138.500, mannwhitneyu_p_rost=0.299 wilcoxon_stat_snizh=31138.500, wilcoxon_p_snizh=0.701 mannwhitneyu_stat_snizh=31138.500, mannwhitneyu_p_snizh=0.701 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ADM.L: wilcoxon_stat=15553.000, wilcoxon_p=0.660 mannwhitneyu_stat=31496.500, mannwhitneyu_p=0.379 wilcoxon_stat_rost=32512.500, wilcoxon_p_rost=0.621 mannwhitneyu_stat_rost=32512.500, mannwhitneyu_p_rost=0.621 wilcoxon_stat_snizh=32512.500, wilcoxon_p_snizh=0.379 mannwhitneyu_stat_snizh=32512.500, mannwhitneyu_p_snizh=0.379 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== AMGO.L: wilcoxon_stat=14176.000, wilcoxon_p=0.105 mannwhitneyu_stat=29122.000, mannwhitneyu_p=0.040 wilcoxon_stat_rost=29122.000, wilcoxon_p_rost=0.040 mannwhitneyu_stat_rost=29122.000, mannwhitneyu_p_rost=0.040 wilcoxon_stat_snizh=29122.000, wilcoxon_p_snizh=0.960 mannwhitneyu_stat_snizh=29122.000, mannwhitneyu_p_snizh=0.960 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== AAL.L: wilcoxon_stat=15849.000, wilcoxon_p=0.853 mannwhitneyu_stat=31520.000, mannwhitneyu_p=0.384 wilcoxon_stat_rost=31520.000, wilcoxon_p_rost=0.384 mannwhitneyu_stat_rost=31520.000, mannwhitneyu_p_rost=0.384 wilcoxon_stat_snizh=31520.000, wilcoxon_p_snizh=0.616 mannwhitneyu_stat_snizh=31520.000, mannwhitneyu_p_snizh=0.616 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ANTO.L: wilcoxon_stat=15118.000, wilcoxon_p=0.416 mannwhitneyu_stat=29984.000, mannwhitneyu_p=0.110 wilcoxon_stat_rost=34025.000, wilcoxon_p_rost=0.890 mannwhitneyu_stat_rost=34025.000, mannwhitneyu_p_rost=0.890 wilcoxon_stat_snizh=34025.000, wilcoxon_p_snizh=0.110 mannwhitneyu_stat_snizh=34025.000, mannwhitneyu_p_snizh=0.110 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ASCL.L: wilcoxon_stat=15247.000, wilcoxon_p=0.550 mannwhitneyu_stat=31357.000, mannwhitneyu_p=0.347 wilcoxon_stat_rost=31357.000, wilcoxon_p_rost=0.347 mannwhitneyu_stat_rost=31357.000, mannwhitneyu_p_rost=0.347 wilcoxon_stat_snizh=31357.000, wilcoxon_p_snizh=0.653 mannwhitneyu_stat_snizh=31357.000, mannwhitneyu_p_snizh=0.653 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ASHM.L: wilcoxon_stat=15293.000, wilcoxon_p=0.507 mannwhitneyu_stat=31534.000, mannwhitneyu_p=0.388 wilcoxon_stat_rost=32475.000, wilcoxon_p_rost=0.613 mannwhitneyu_stat_rost=32475.000, mannwhitneyu_p_rost=0.613 wilcoxon_stat_snizh=32475.000, wilcoxon_p_snizh=0.388 mannwhitneyu_stat_snizh=32475.000, mannwhitneyu_p_snizh=0.388 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== AHT.L: wilcoxon_stat=16036.000, wilcoxon_p=0.980 mannwhitneyu_stat=31423.500, mannwhitneyu_p=0.362 wilcoxon_stat_rost=31423.500, wilcoxon_p_rost=0.362 mannwhitneyu_stat_rost=31423.500, mannwhitneyu_p_rost=0.362 wilcoxon_stat_snizh=31423.500, wilcoxon_p_snizh=0.638 mannwhitneyu_stat_snizh=31423.500, mannwhitneyu_p_snizh=0.638 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== AGR.L: wilcoxon_stat=15650.000, wilcoxon_p=0.721 mannwhitneyu_stat=31314.000, mannwhitneyu_p=0.337 wilcoxon_stat_rost=32695.000, wilcoxon_p_rost=0.663 mannwhitneyu_stat_rost=32695.000, mannwhitneyu_p_rost=0.663 wilcoxon_stat_snizh=32695.000, wilcoxon_p_snizh=0.337 mannwhitneyu_stat_snizh=32695.000, mannwhitneyu_p_snizh=0.337 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== AZN.L: wilcoxon_stat=15086.000, wilcoxon_p=0.401 mannwhitneyu_stat=30611.500, mannwhitneyu_p=0.199 wilcoxon_stat_rost=30611.500, wilcoxon_p_rost=0.199 mannwhitneyu_stat_rost=30611.500, mannwhitneyu_p_rost=0.199 wilcoxon_stat_snizh=30611.500, wilcoxon_p_snizh=0.802 mannwhitneyu_stat_snizh=30611.500, mannwhitneyu_p_snizh=0.802 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== AUTO.L: wilcoxon_stat=15920.000, wilcoxon_p=0.901 mannwhitneyu_stat=31902.500, mannwhitneyu_p=0.475 wilcoxon_stat_rost=31902.500, wilcoxon_p_rost=0.475 mannwhitneyu_stat_rost=31902.500, mannwhitneyu_p_rost=0.475 wilcoxon_stat_snizh=31902.500, wilcoxon_p_snizh=0.525 mannwhitneyu_stat_snizh=31902.500, mannwhitneyu_p_snizh=0.525 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== AVST.L: wilcoxon_stat=15492.000, wilcoxon_p=0.700 mannwhitneyu_stat=30536.000, mannwhitneyu_p=0.186 wilcoxon_stat_rost=33473.000, wilcoxon_p_rost=0.814 mannwhitneyu_stat_rost=33473.000, mannwhitneyu_p_rost=0.814 wilcoxon_stat_snizh=33473.000, wilcoxon_p_snizh=0.186 mannwhitneyu_stat_snizh=33473.000, mannwhitneyu_p_snizh=0.186 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== AVV.L: wilcoxon_stat=15954.000, wilcoxon_p=0.924 mannwhitneyu_stat=31662.000, mannwhitneyu_p=0.418 wilcoxon_stat_rost=31662.000, wilcoxon_p_rost=0.418 mannwhitneyu_stat_rost=31662.000, mannwhitneyu_p_rost=0.418 wilcoxon_stat_snizh=31662.000, wilcoxon_p_snizh=0.583 mannwhitneyu_stat_snizh=31662.000, mannwhitneyu_p_snizh=0.583 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== AV.L: wilcoxon_stat=14984.000, wilcoxon_p=0.353 mannwhitneyu_stat=30105.000, mannwhitneyu_p=0.124 wilcoxon_stat_rost=30105.000, wilcoxon_p_rost=0.124 mannwhitneyu_stat_rost=30105.000, mannwhitneyu_p_rost=0.124 wilcoxon_stat_snizh=30105.000, wilcoxon_p_snizh=0.876 mannwhitneyu_stat_snizh=30105.000, mannwhitneyu_p_snizh=0.876 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BME.L: wilcoxon_stat=15475.000, wilcoxon_p=0.612 mannwhitneyu_stat=31976.000, mannwhitneyu_p=0.493 wilcoxon_stat_rost=32033.000, wilcoxon_p_rost=0.507 mannwhitneyu_stat_rost=32033.000, mannwhitneyu_p_rost=0.507 wilcoxon_stat_snizh=32033.000, wilcoxon_p_snizh=0.493 mannwhitneyu_stat_snizh=32033.000, mannwhitneyu_p_snizh=0.493 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BAB.L: wilcoxon_stat=13776.000, wilcoxon_p=0.049 mannwhitneyu_stat=28393.500, mannwhitneyu_p=0.014 wilcoxon_stat_rost=28393.500, wilcoxon_p_rost=0.014 mannwhitneyu_stat_rost=28393.500, mannwhitneyu_p_rost=0.014 wilcoxon_stat_snizh=28393.500, wilcoxon_p_snizh=0.986 mannwhitneyu_stat_snizh=28393.500, mannwhitneyu_p_snizh=0.986 wilcoxon probably different distributions mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BA.L: wilcoxon_stat=15533.000, wilcoxon_p=0.648 mannwhitneyu_stat=30584.000, mannwhitneyu_p=0.194 wilcoxon_stat_rost=30584.000, wilcoxon_p_rost=0.194 mannwhitneyu_stat_rost=30584.000, mannwhitneyu_p_rost=0.194 wilcoxon_stat_snizh=30584.000, wilcoxon_p_snizh=0.806 mannwhitneyu_stat_snizh=30584.000, mannwhitneyu_p_snizh=0.806 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BGFD.L: wilcoxon_stat=14552.000, wilcoxon_p=0.194 mannwhitneyu_stat=29357.000, mannwhitneyu_p=0.054 wilcoxon_stat_rost=34652.000, wilcoxon_p_rost=0.946 mannwhitneyu_stat_rost=34652.000, mannwhitneyu_p_rost=0.946 wilcoxon_stat_snizh=34652.000, wilcoxon_p_snizh=0.054 mannwhitneyu_stat_snizh=34652.000, mannwhitneyu_p_snizh=0.054 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BAKK.L: wilcoxon_stat=14649.000, wilcoxon_p=0.312 mannwhitneyu_stat=29823.000, mannwhitneyu_p=0.092 wilcoxon_stat_rost=29823.000, wilcoxon_p_rost=0.092 mannwhitneyu_stat_rost=29823.000, mannwhitneyu_p_rost=0.092 wilcoxon_stat_snizh=29823.000, wilcoxon_p_snizh=0.908 mannwhitneyu_stat_snizh=29823.000, mannwhitneyu_p_snizh=0.908 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BBY.L: wilcoxon_stat=15988.000, wilcoxon_p=0.947 mannwhitneyu_stat=31940.000, mannwhitneyu_p=0.484 wilcoxon_stat_rost=32069.000, wilcoxon_p_rost=0.516 mannwhitneyu_stat_rost=32069.000, mannwhitneyu_p_rost=0.516 wilcoxon_stat_snizh=32069.000, wilcoxon_p_snizh=0.484 mannwhitneyu_stat_snizh=32069.000, mannwhitneyu_p_snizh=0.484 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BGEO.L: wilcoxon_stat=15315.000, wilcoxon_p=0.519 mannwhitneyu_stat=30283.000, mannwhitneyu_p=0.148 wilcoxon_stat_rost=30283.000, wilcoxon_p_rost=0.148 mannwhitneyu_stat_rost=30283.000, mannwhitneyu_p_rost=0.148 wilcoxon_stat_snizh=30283.000, wilcoxon_p_snizh=0.852 mannwhitneyu_stat_snizh=30283.000, mannwhitneyu_p_snizh=0.852 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BNKR.L: wilcoxon_stat=16058.000, wilcoxon_p=0.995 mannwhitneyu_stat=31794.000, mannwhitneyu_p=0.449 wilcoxon_stat_rost=32215.000, wilcoxon_p_rost=0.551 mannwhitneyu_stat_rost=32215.000, mannwhitneyu_p_rost=0.551 wilcoxon_stat_snizh=32215.000, wilcoxon_p_snizh=0.449 mannwhitneyu_stat_snizh=32215.000, mannwhitneyu_p_snizh=0.449 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BARC.L: wilcoxon_stat=15311.000, wilcoxon_p=0.517 mannwhitneyu_stat=29597.000, mannwhitneyu_p=0.072 wilcoxon_stat_rost=29597.000, wilcoxon_p_rost=0.072 mannwhitneyu_stat_rost=29597.000, mannwhitneyu_p_rost=0.072 wilcoxon_stat_snizh=29597.000, wilcoxon_p_snizh=0.928 mannwhitneyu_stat_snizh=29597.000, mannwhitneyu_p_snizh=0.928 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BAG.L: wilcoxon_stat=15237.000, wilcoxon_p=0.477 mannwhitneyu_stat=30518.500, mannwhitneyu_p=0.183 wilcoxon_stat_rost=30518.500, wilcoxon_p_rost=0.183 mannwhitneyu_stat_rost=30518.500, mannwhitneyu_p_rost=0.183 wilcoxon_stat_snizh=30518.500, wilcoxon_p_snizh=0.817 mannwhitneyu_stat_snizh=30518.500, mannwhitneyu_p_snizh=0.817 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BDEV.L: wilcoxon_stat=15914.000, wilcoxon_p=0.983 mannwhitneyu_stat=31973.000, mannwhitneyu_p=0.492 wilcoxon_stat_rost=32036.000, wilcoxon_p_rost=0.508 mannwhitneyu_stat_rost=32036.000, mannwhitneyu_p_rost=0.508 wilcoxon_stat_snizh=32036.000, wilcoxon_p_snizh=0.492 mannwhitneyu_stat_snizh=32036.000, mannwhitneyu_p_snizh=0.492 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BBGI.L: wilcoxon_stat=15794.500, wilcoxon_p=0.987 mannwhitneyu_stat=31761.000, mannwhitneyu_p=0.441 wilcoxon_stat_rost=31761.000, wilcoxon_p_rost=0.441 mannwhitneyu_stat_rost=31761.000, mannwhitneyu_p_rost=0.441 wilcoxon_stat_snizh=31761.000, wilcoxon_p_snizh=0.559 mannwhitneyu_stat_snizh=31761.000, mannwhitneyu_p_snizh=0.559 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BEZ.L: wilcoxon_stat=14564.000, wilcoxon_p=0.198 mannwhitneyu_stat=30343.000, mannwhitneyu_p=0.156 wilcoxon_stat_rost=30343.000, wilcoxon_p_rost=0.156 mannwhitneyu_stat_rost=30343.000, mannwhitneyu_p_rost=0.156 wilcoxon_stat_snizh=30343.000, wilcoxon_p_snizh=0.844 mannwhitneyu_stat_snizh=30343.000, mannwhitneyu_p_snizh=0.844 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BWY.L: wilcoxon_stat=15474.000, wilcoxon_p=0.612 mannwhitneyu_stat=31973.000, mannwhitneyu_p=0.492 wilcoxon_stat_rost=31973.000, wilcoxon_p_rost=0.492 mannwhitneyu_stat_rost=31973.000, mannwhitneyu_p_rost=0.492 wilcoxon_stat_snizh=31973.000, wilcoxon_p_snizh=0.508 mannwhitneyu_stat_snizh=31973.000, mannwhitneyu_p_snizh=0.508 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BKG.L: wilcoxon_stat=15783.000, wilcoxon_p=0.808 mannwhitneyu_stat=31981.000, mannwhitneyu_p=0.494 wilcoxon_stat_rost=32028.000, wilcoxon_p_rost=0.506 mannwhitneyu_stat_rost=32028.000, mannwhitneyu_p_rost=0.506 wilcoxon_stat_snizh=32028.000, wilcoxon_p_snizh=0.494 mannwhitneyu_stat_snizh=32028.000, mannwhitneyu_p_snizh=0.494 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BYG.L: wilcoxon_stat=14789.000, wilcoxon_p=0.273 mannwhitneyu_stat=30319.500, mannwhitneyu_p=0.153 wilcoxon_stat_rost=30319.500, wilcoxon_p_rost=0.153 mannwhitneyu_stat_rost=30319.500, mannwhitneyu_p_rost=0.153 wilcoxon_stat_snizh=30319.500, wilcoxon_p_snizh=0.847 mannwhitneyu_stat_snizh=30319.500, mannwhitneyu_p_snizh=0.847 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BRSC.L: wilcoxon_stat=15652.000, wilcoxon_p=0.975 mannwhitneyu_stat=30864.000, mannwhitneyu_p=0.244 wilcoxon_stat_rost=30864.000, wilcoxon_p_rost=0.244 mannwhitneyu_stat_rost=30864.000, mannwhitneyu_p_rost=0.244 wilcoxon_stat_snizh=30864.000, wilcoxon_p_snizh=0.756 mannwhitneyu_stat_snizh=30864.000, mannwhitneyu_p_snizh=0.756 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BOY.L: wilcoxon_stat=14454.000, wilcoxon_p=0.167 mannwhitneyu_stat=29173.500, mannwhitneyu_p=0.043 wilcoxon_stat_rost=29173.500, wilcoxon_p_rost=0.043 mannwhitneyu_stat_rost=29173.500, mannwhitneyu_p_rost=0.043 wilcoxon_stat_snizh=29173.500, wilcoxon_p_snizh=0.957 mannwhitneyu_stat_snizh=29173.500, mannwhitneyu_p_snizh=0.957 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BP.L: wilcoxon_stat=13694.000, wilcoxon_p=0.042 mannwhitneyu_stat=28123.000, mannwhitneyu_p=0.009 wilcoxon_stat_rost=28123.000, wilcoxon_p_rost=0.009 mannwhitneyu_stat_rost=28123.000, mannwhitneyu_p_rost=0.009 wilcoxon_stat_snizh=28123.000, wilcoxon_p_snizh=0.991 mannwhitneyu_stat_snizh=28123.000, mannwhitneyu_p_snizh=0.991 wilcoxon probably different distributions mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BATS.L: wilcoxon_stat=15693.000, wilcoxon_p=0.749 mannwhitneyu_stat=30564.500, mannwhitneyu_p=0.191 wilcoxon_stat_rost=30564.500, wilcoxon_p_rost=0.191 mannwhitneyu_stat_rost=30564.500, mannwhitneyu_p_rost=0.191 wilcoxon_stat_snizh=30564.500, wilcoxon_p_snizh=0.809 mannwhitneyu_stat_snizh=30564.500, mannwhitneyu_p_snizh=0.809 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BLND.L: wilcoxon_stat=14900.000, wilcoxon_p=0.317 mannwhitneyu_stat=30149.500, mannwhitneyu_p=0.130 wilcoxon_stat_rost=30149.500, wilcoxon_p_rost=0.130 mannwhitneyu_stat_rost=30149.500, mannwhitneyu_p_rost=0.130 wilcoxon_stat_snizh=30149.500, wilcoxon_p_snizh=0.870 mannwhitneyu_stat_snizh=30149.500, mannwhitneyu_p_snizh=0.870 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BRW.L: wilcoxon_stat=15266.000, wilcoxon_p=0.493 mannwhitneyu_stat=30726.500, mannwhitneyu_p=0.219 wilcoxon_stat_rost=30726.500, wilcoxon_p_rost=0.219 mannwhitneyu_stat_rost=30726.500, mannwhitneyu_p_rost=0.219 wilcoxon_stat_snizh=30726.500, wilcoxon_p_snizh=0.782 mannwhitneyu_stat_snizh=30726.500, mannwhitneyu_p_snizh=0.782 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BVIC.L: wilcoxon_stat=15807.000, wilcoxon_p=0.824 mannwhitneyu_stat=31371.500, mannwhitneyu_p=0.350 wilcoxon_stat_rost=31371.500, wilcoxon_p_rost=0.350 mannwhitneyu_stat_rost=31371.500, mannwhitneyu_p_rost=0.350 wilcoxon_stat_snizh=31371.500, wilcoxon_p_snizh=0.650 mannwhitneyu_stat_snizh=31371.500, mannwhitneyu_p_snizh=0.650 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BNZL.L: wilcoxon_stat=14915.000, wilcoxon_p=0.323 mannwhitneyu_stat=31690.500, mannwhitneyu_p=0.424 wilcoxon_stat_rost=32318.500, wilcoxon_p_rost=0.576 mannwhitneyu_stat_rost=32318.500, mannwhitneyu_p_rost=0.576 wilcoxon_stat_snizh=32318.500, wilcoxon_p_snizh=0.424 mannwhitneyu_stat_snizh=32318.500, mannwhitneyu_p_snizh=0.424 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BRBY.L: wilcoxon_stat=16020.000, wilcoxon_p=0.969 mannwhitneyu_stat=31406.000, mannwhitneyu_p=0.358 wilcoxon_stat_rost=31406.000, wilcoxon_p_rost=0.358 mannwhitneyu_stat_rost=31406.000, mannwhitneyu_p_rost=0.358 wilcoxon_stat_snizh=31406.000, wilcoxon_p_snizh=0.642 mannwhitneyu_stat_snizh=31406.000, mannwhitneyu_p_snizh=0.642 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CNE.L: wilcoxon_stat=15860.000, wilcoxon_p=0.860 mannwhitneyu_stat=31830.000, mannwhitneyu_p=0.458 wilcoxon_stat_rost=32179.000, wilcoxon_p_rost=0.542 mannwhitneyu_stat_rost=32179.000, mannwhitneyu_p_rost=0.542 wilcoxon_stat_snizh=32179.000, wilcoxon_p_snizh=0.458 mannwhitneyu_stat_snizh=32179.000, mannwhitneyu_p_snizh=0.458 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CLDN.L: wilcoxon_stat=14312.500, wilcoxon_p=0.160 mannwhitneyu_stat=29358.000, mannwhitneyu_p=0.054 wilcoxon_stat_rost=29358.000, wilcoxon_p_rost=0.054 mannwhitneyu_stat_rost=29358.000, mannwhitneyu_p_rost=0.054 wilcoxon_stat_snizh=29358.000, wilcoxon_p_snizh=0.946 mannwhitneyu_stat_snizh=29358.000, mannwhitneyu_p_snizh=0.946 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CAPC.L: wilcoxon_stat=14495.000, wilcoxon_p=0.178 mannwhitneyu_stat=30170.000, mannwhitneyu_p=0.132 wilcoxon_stat_rost=30170.000, wilcoxon_p_rost=0.132 mannwhitneyu_stat_rost=30170.000, mannwhitneyu_p_rost=0.132 wilcoxon_stat_snizh=30170.000, wilcoxon_p_snizh=0.868 mannwhitneyu_stat_snizh=30170.000, mannwhitneyu_p_snizh=0.868 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CPI.L: wilcoxon_stat=14484.000, wilcoxon_p=0.175 mannwhitneyu_stat=29249.000, mannwhitneyu_p=0.047 wilcoxon_stat_rost=29249.000, wilcoxon_p_rost=0.047 mannwhitneyu_stat_rost=29249.000, mannwhitneyu_p_rost=0.047 wilcoxon_stat_snizh=29249.000, wilcoxon_p_snizh=0.953 mannwhitneyu_stat_snizh=29249.000, mannwhitneyu_p_snizh=0.953 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CARD.L: wilcoxon_stat=15107.000, wilcoxon_p=0.540 mannwhitneyu_stat=30644.000, mannwhitneyu_p=0.204 wilcoxon_stat_rost=30644.000, wilcoxon_p_rost=0.204 mannwhitneyu_stat_rost=30644.000, mannwhitneyu_p_rost=0.204 wilcoxon_stat_snizh=30644.000, wilcoxon_p_snizh=0.796 mannwhitneyu_stat_snizh=30644.000, mannwhitneyu_p_snizh=0.796 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CCL.L: wilcoxon_stat=15094.000, wilcoxon_p=0.404 mannwhitneyu_stat=30268.000, mannwhitneyu_p=0.146 wilcoxon_stat_rost=30268.000, wilcoxon_p_rost=0.146 mannwhitneyu_stat_rost=30268.000, mannwhitneyu_p_rost=0.146 wilcoxon_stat_snizh=30268.000, wilcoxon_p_snizh=0.855 mannwhitneyu_stat_snizh=30268.000, mannwhitneyu_p_snizh=0.855 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CEY.L: wilcoxon_stat=14293.000, wilcoxon_p=0.128 mannwhitneyu_stat=28891.000, mannwhitneyu_p=0.029 wilcoxon_stat_rost=35118.000, wilcoxon_p_rost=0.971 mannwhitneyu_stat_rost=35118.000, mannwhitneyu_p_rost=0.971 wilcoxon_stat_snizh=35118.000, wilcoxon_p_snizh=0.029 mannwhitneyu_stat_snizh=35118.000, mannwhitneyu_p_snizh=0.029 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably different distributions ================================================================== CNA.L: wilcoxon_stat=13996.000, wilcoxon_p=0.076 mannwhitneyu_stat=28909.000, mannwhitneyu_p=0.030 wilcoxon_stat_rost=28909.000, wilcoxon_p_rost=0.030 mannwhitneyu_stat_rost=28909.000, mannwhitneyu_p_rost=0.030 wilcoxon_stat_snizh=28909.000, wilcoxon_p_snizh=0.970 mannwhitneyu_stat_snizh=28909.000, mannwhitneyu_p_snizh=0.970 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CINE.L: wilcoxon_stat=14939.000, wilcoxon_p=0.334 mannwhitneyu_stat=30404.000, mannwhitneyu_p=0.165 wilcoxon_stat_rost=30404.000, wilcoxon_p_rost=0.165 mannwhitneyu_stat_rost=30404.000, mannwhitneyu_p_rost=0.165 wilcoxon_stat_snizh=30404.000, wilcoxon_p_snizh=0.835 mannwhitneyu_stat_snizh=30404.000, mannwhitneyu_p_snizh=0.835 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CTY.L: wilcoxon_stat=15946.000, wilcoxon_p=0.918 mannwhitneyu_stat=31403.000, mannwhitneyu_p=0.357 wilcoxon_stat_rost=31403.000, wilcoxon_p_rost=0.357 mannwhitneyu_stat_rost=31403.000, mannwhitneyu_p_rost=0.357 wilcoxon_stat_snizh=31403.000, wilcoxon_p_snizh=0.643 mannwhitneyu_stat_snizh=31403.000, mannwhitneyu_p_snizh=0.643 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CKN.L: wilcoxon_stat=14560.000, wilcoxon_p=0.234 mannwhitneyu_stat=28747.000, mannwhitneyu_p=0.024 wilcoxon_stat_rost=28747.000, wilcoxon_p_rost=0.024 mannwhitneyu_stat_rost=28747.000, mannwhitneyu_p_rost=0.024 wilcoxon_stat_snizh=28747.000, wilcoxon_p_snizh=0.976 mannwhitneyu_stat_snizh=28747.000, mannwhitneyu_p_snizh=0.976 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CBG.L: wilcoxon_stat=15446.000, wilcoxon_p=0.595 mannwhitneyu_stat=30611.500, mannwhitneyu_p=0.199 wilcoxon_stat_rost=30611.500, wilcoxon_p_rost=0.199 mannwhitneyu_stat_rost=30611.500, mannwhitneyu_p_rost=0.199 wilcoxon_stat_snizh=30611.500, wilcoxon_p_snizh=0.802 mannwhitneyu_stat_snizh=30611.500, mannwhitneyu_p_snizh=0.802 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CLI.L: wilcoxon_stat=15917.000, wilcoxon_p=0.985 mannwhitneyu_stat=31717.000, mannwhitneyu_p=0.431 wilcoxon_stat_rost=31717.000, wilcoxon_p_rost=0.431 mannwhitneyu_stat_rost=31717.000, mannwhitneyu_p_rost=0.431 wilcoxon_stat_snizh=31717.000, wilcoxon_p_snizh=0.570 mannwhitneyu_stat_snizh=31717.000, mannwhitneyu_p_snizh=0.570 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== COA.L: wilcoxon_stat=15896.000, wilcoxon_p=0.884 mannwhitneyu_stat=31694.500, mannwhitneyu_p=0.425 wilcoxon_stat_rost=32314.500, wilcoxon_p_rost=0.575 mannwhitneyu_stat_rost=32314.500, mannwhitneyu_p_rost=0.575 wilcoxon_stat_snizh=32314.500, wilcoxon_p_snizh=0.425 mannwhitneyu_stat_snizh=32314.500, mannwhitneyu_p_snizh=0.425 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CCH.L: wilcoxon_stat=15839.000, wilcoxon_p=0.846 mannwhitneyu_stat=30989.000, mannwhitneyu_p=0.269 wilcoxon_stat_rost=30989.000, wilcoxon_p_rost=0.269 mannwhitneyu_stat_rost=30989.000, mannwhitneyu_p_rost=0.269 wilcoxon_stat_snizh=30989.000, wilcoxon_p_snizh=0.732 mannwhitneyu_stat_snizh=30989.000, mannwhitneyu_p_snizh=0.732 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CPG.L: wilcoxon_stat=14731.000, wilcoxon_p=0.252 mannwhitneyu_stat=29714.000, mannwhitneyu_p=0.082 wilcoxon_stat_rost=29714.000, wilcoxon_p_rost=0.082 mannwhitneyu_stat_rost=29714.000, mannwhitneyu_p_rost=0.082 wilcoxon_stat_snizh=29714.000, wilcoxon_p_snizh=0.918 mannwhitneyu_stat_snizh=29714.000, mannwhitneyu_p_snizh=0.918 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CCC.L: wilcoxon_stat=15352.000, wilcoxon_p=0.540 mannwhitneyu_stat=31066.000, mannwhitneyu_p=0.284 wilcoxon_stat_rost=32943.000, wilcoxon_p_rost=0.716 mannwhitneyu_stat_rost=32943.000, mannwhitneyu_p_rost=0.716 wilcoxon_stat_snizh=32943.000, wilcoxon_p_snizh=0.284 mannwhitneyu_stat_snizh=32943.000, mannwhitneyu_p_snizh=0.284 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== GLO.L: wilcoxon_stat=15299.000, wilcoxon_p=0.817 mannwhitneyu_stat=31199.500, mannwhitneyu_p=0.312 wilcoxon_stat_rost=31199.500, wilcoxon_p_rost=0.312 mannwhitneyu_stat_rost=31199.500, mannwhitneyu_p_rost=0.312 wilcoxon_stat_snizh=31199.500, wilcoxon_p_snizh=0.688 mannwhitneyu_stat_snizh=31199.500, mannwhitneyu_p_snizh=0.688 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CTEC.L: wilcoxon_stat=15864.000, wilcoxon_p=0.863 mannwhitneyu_stat=31945.000, mannwhitneyu_p=0.486 wilcoxon_stat_rost=31945.000, wilcoxon_p_rost=0.486 mannwhitneyu_stat_rost=31945.000, mannwhitneyu_p_rost=0.486 wilcoxon_stat_snizh=31945.000, wilcoxon_p_snizh=0.515 mannwhitneyu_stat_snizh=31945.000, mannwhitneyu_p_snizh=0.515 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CSP.L: wilcoxon_stat=15276.000, wilcoxon_p=0.498 mannwhitneyu_stat=30530.500, mannwhitneyu_p=0.185 wilcoxon_stat_rost=33478.500, wilcoxon_p_rost=0.815 mannwhitneyu_stat_rost=33478.500, mannwhitneyu_p_rost=0.815 wilcoxon_stat_snizh=33478.500, wilcoxon_p_snizh=0.185 mannwhitneyu_stat_snizh=33478.500, mannwhitneyu_p_snizh=0.185 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CWK.L: wilcoxon_stat=15280.000, wilcoxon_p=0.500 mannwhitneyu_stat=31007.000, mannwhitneyu_p=0.272 wilcoxon_stat_rost=33002.000, wilcoxon_p_rost=0.728 mannwhitneyu_stat_rost=33002.000, mannwhitneyu_p_rost=0.728 wilcoxon_stat_snizh=33002.000, wilcoxon_p_snizh=0.272 mannwhitneyu_stat_snizh=33002.000, mannwhitneyu_p_snizh=0.272 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CRST.L: wilcoxon_stat=15402.000, wilcoxon_p=0.569 mannwhitneyu_stat=30814.000, mannwhitneyu_p=0.235 wilcoxon_stat_rost=30814.000, wilcoxon_p_rost=0.235 mannwhitneyu_stat_rost=30814.000, mannwhitneyu_p_rost=0.235 wilcoxon_stat_snizh=30814.000, wilcoxon_p_snizh=0.766 mannwhitneyu_stat_snizh=30814.000, mannwhitneyu_p_snizh=0.766 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CRH.L: wilcoxon_stat=15780.000, wilcoxon_p=0.806 mannwhitneyu_stat=31335.000, mannwhitneyu_p=0.342 wilcoxon_stat_rost=31335.000, wilcoxon_p_rost=0.342 mannwhitneyu_stat_rost=31335.000, mannwhitneyu_p_rost=0.342 wilcoxon_stat_snizh=31335.000, wilcoxon_p_snizh=0.658 mannwhitneyu_stat_snizh=31335.000, mannwhitneyu_p_snizh=0.658 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== CRDA.L: wilcoxon_stat=15831.000, wilcoxon_p=0.840 mannwhitneyu_stat=31679.500, mannwhitneyu_p=0.422 wilcoxon_stat_rost=31679.500, wilcoxon_p_rost=0.422 mannwhitneyu_stat_rost=31679.500, mannwhitneyu_p_rost=0.422 wilcoxon_stat_snizh=31679.500, wilcoxon_p_snizh=0.578 mannwhitneyu_stat_snizh=31679.500, mannwhitneyu_p_snizh=0.578 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== DCC.L: wilcoxon_stat=14949.000, wilcoxon_p=0.338 mannwhitneyu_stat=30052.500, mannwhitneyu_p=0.118 wilcoxon_stat_rost=30052.500, wilcoxon_p_rost=0.118 mannwhitneyu_stat_rost=30052.500, mannwhitneyu_p_rost=0.118 wilcoxon_stat_snizh=30052.500, wilcoxon_p_snizh=0.882 mannwhitneyu_stat_snizh=30052.500, mannwhitneyu_p_snizh=0.882 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== DPH.L: wilcoxon_stat=14289.000, wilcoxon_p=0.127 mannwhitneyu_stat=29357.500, mannwhitneyu_p=0.054 wilcoxon_stat_rost=29357.500, wilcoxon_p_rost=0.054 mannwhitneyu_stat_rost=29357.500, mannwhitneyu_p_rost=0.054 wilcoxon_stat_snizh=29357.500, wilcoxon_p_snizh=0.946 mannwhitneyu_stat_snizh=29357.500, mannwhitneyu_p_snizh=0.946 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== DLN.L: wilcoxon_stat=14577.000, wilcoxon_p=0.201 mannwhitneyu_stat=30103.000, mannwhitneyu_p=0.124 wilcoxon_stat_rost=30103.000, wilcoxon_p_rost=0.124 mannwhitneyu_stat_rost=30103.000, mannwhitneyu_p_rost=0.124 wilcoxon_stat_snizh=30103.000, wilcoxon_p_snizh=0.876 mannwhitneyu_stat_snizh=30103.000, mannwhitneyu_p_snizh=0.876 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== DGE.L: wilcoxon_stat=14408.000, wilcoxon_p=0.155 mannwhitneyu_stat=28957.500, mannwhitneyu_p=0.032 wilcoxon_stat_rost=28957.500, wilcoxon_p_rost=0.032 mannwhitneyu_stat_rost=28957.500, mannwhitneyu_p_rost=0.032 wilcoxon_stat_snizh=28957.500, wilcoxon_p_snizh=0.968 mannwhitneyu_stat_snizh=28957.500, mannwhitneyu_p_snizh=0.968 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== DPLM.L: wilcoxon_stat=15000.000, wilcoxon_p=0.360 mannwhitneyu_stat=29676.500, mannwhitneyu_p=0.078 wilcoxon_stat_rost=29676.500, wilcoxon_p_rost=0.078 mannwhitneyu_stat_rost=29676.500, mannwhitneyu_p_rost=0.078 wilcoxon_stat_snizh=29676.500, wilcoxon_p_snizh=0.922 mannwhitneyu_stat_snizh=29676.500, mannwhitneyu_p_snizh=0.922 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== DLG.L: wilcoxon_stat=14552.000, wilcoxon_p=0.194 mannwhitneyu_stat=30456.500, mannwhitneyu_p=0.173 wilcoxon_stat_rost=33552.500, wilcoxon_p_rost=0.827 mannwhitneyu_stat_rost=33552.500, mannwhitneyu_p_rost=0.827 wilcoxon_stat_snizh=33552.500, wilcoxon_p_snizh=0.173 mannwhitneyu_stat_snizh=33552.500, mannwhitneyu_p_snizh=0.173 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== DOM.L: wilcoxon_stat=15685.000, wilcoxon_p=0.744 mannwhitneyu_stat=31289.500, mannwhitneyu_p=0.332 wilcoxon_stat_rost=31289.500, wilcoxon_p_rost=0.332 mannwhitneyu_stat_rost=31289.500, mannwhitneyu_p_rost=0.332 wilcoxon_stat_snizh=31289.500, wilcoxon_p_snizh=0.668 mannwhitneyu_stat_snizh=31289.500, mannwhitneyu_p_snizh=0.668 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== DRX.L: wilcoxon_stat=15561.000, wilcoxon_p=0.665 mannwhitneyu_stat=31261.500, mannwhitneyu_p=0.326 wilcoxon_stat_rost=31261.500, wilcoxon_p_rost=0.326 mannwhitneyu_stat_rost=31261.500, mannwhitneyu_p_rost=0.326 wilcoxon_stat_snizh=31261.500, wilcoxon_p_snizh=0.674 mannwhitneyu_stat_snizh=31261.500, mannwhitneyu_p_snizh=0.674 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== DNLM.L: wilcoxon_stat=15561.000, wilcoxon_p=0.665 mannwhitneyu_stat=31769.500, mannwhitneyu_p=0.443 wilcoxon_stat_rost=32239.500, wilcoxon_p_rost=0.557 mannwhitneyu_stat_rost=32239.500, mannwhitneyu_p_rost=0.557 wilcoxon_stat_snizh=32239.500, wilcoxon_p_snizh=0.443 mannwhitneyu_stat_snizh=32239.500, mannwhitneyu_p_snizh=0.443 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== EZJ.L: wilcoxon_stat=15505.000, wilcoxon_p=0.630 mannwhitneyu_stat=30926.000, mannwhitneyu_p=0.256 wilcoxon_stat_rost=30926.000, wilcoxon_p_rost=0.256 mannwhitneyu_stat_rost=30926.000, mannwhitneyu_p_rost=0.256 wilcoxon_stat_snizh=30926.000, wilcoxon_p_snizh=0.744 mannwhitneyu_stat_snizh=30926.000, mannwhitneyu_p_snizh=0.744 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== EDIN.L: wilcoxon_stat=15257.000, wilcoxon_p=0.629 mannwhitneyu_stat=30215.500, mannwhitneyu_p=0.138 wilcoxon_stat_rost=30215.500, wilcoxon_p_rost=0.138 mannwhitneyu_stat_rost=30215.500, mannwhitneyu_p_rost=0.138 wilcoxon_stat_snizh=30215.500, wilcoxon_p_snizh=0.862 mannwhitneyu_stat_snizh=30215.500, mannwhitneyu_p_snizh=0.862 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ECM.L: wilcoxon_stat=15178.000, wilcoxon_p=0.446 mannwhitneyu_stat=30957.000, mannwhitneyu_p=0.262 wilcoxon_stat_rost=30957.000, wilcoxon_p_rost=0.262 mannwhitneyu_stat_rost=30957.000, mannwhitneyu_p_rost=0.262 wilcoxon_stat_snizh=30957.000, wilcoxon_p_snizh=0.738 mannwhitneyu_stat_snizh=30957.000, mannwhitneyu_p_snizh=0.738 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ELM.L: wilcoxon_stat=14946.000, wilcoxon_p=0.337 mannwhitneyu_stat=30709.000, mannwhitneyu_p=0.216 wilcoxon_stat_rost=30709.000, wilcoxon_p_rost=0.216 mannwhitneyu_stat_rost=30709.000, mannwhitneyu_p_rost=0.216 wilcoxon_stat_snizh=30709.000, wilcoxon_p_snizh=0.785 mannwhitneyu_stat_snizh=30709.000, mannwhitneyu_p_snizh=0.785 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ENOG.L: wilcoxon_stat=14805.000, wilcoxon_p=0.279 mannwhitneyu_stat=30012.000, mannwhitneyu_p=0.113 wilcoxon_stat_rost=30012.000, wilcoxon_p_rost=0.113 mannwhitneyu_stat_rost=30012.000, mannwhitneyu_p_rost=0.113 wilcoxon_stat_snizh=30012.000, wilcoxon_p_snizh=0.887 mannwhitneyu_stat_snizh=30012.000, mannwhitneyu_p_snizh=0.887 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ESNT.L: wilcoxon_stat=15211.000, wilcoxon_p=0.530 mannwhitneyu_stat=31113.500, mannwhitneyu_p=0.294 wilcoxon_stat_rost=31113.500, wilcoxon_p_rost=0.294 mannwhitneyu_stat_rost=31113.500, mannwhitneyu_p_rost=0.294 wilcoxon_stat_snizh=31113.500, wilcoxon_p_snizh=0.706 mannwhitneyu_stat_snizh=31113.500, mannwhitneyu_p_snizh=0.706 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ERM.L: wilcoxon_stat=15804.000, wilcoxon_p=0.822 mannwhitneyu_stat=31505.000, mannwhitneyu_p=0.381 wilcoxon_stat_rost=32504.000, wilcoxon_p_rost=0.619 mannwhitneyu_stat_rost=32504.000, mannwhitneyu_p_rost=0.619 wilcoxon_stat_snizh=32504.000, wilcoxon_p_snizh=0.381 mannwhitneyu_stat_snizh=32504.000, mannwhitneyu_p_snizh=0.381 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== EVR.L: wilcoxon_stat=15974.000, wilcoxon_p=0.937 mannwhitneyu_stat=31282.500, mannwhitneyu_p=0.330 wilcoxon_stat_rost=32726.500, wilcoxon_p_rost=0.670 mannwhitneyu_stat_rost=32726.500, mannwhitneyu_p_rost=0.670 wilcoxon_stat_snizh=32726.500, wilcoxon_p_snizh=0.330 mannwhitneyu_stat_snizh=32726.500, mannwhitneyu_p_snizh=0.330 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== EXPN.L: wilcoxon_stat=15763.000, wilcoxon_p=0.795 mannwhitneyu_stat=31391.000, mannwhitneyu_p=0.355 wilcoxon_stat_rost=31391.000, wilcoxon_p_rost=0.355 mannwhitneyu_stat_rost=31391.000, mannwhitneyu_p_rost=0.355 wilcoxon_stat_snizh=31391.000, wilcoxon_p_snizh=0.646 mannwhitneyu_stat_snizh=31391.000, mannwhitneyu_p_snizh=0.646 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== FDM.L: wilcoxon_stat=15929.000, wilcoxon_p=0.907 mannwhitneyu_stat=31924.500, mannwhitneyu_p=0.481 wilcoxon_stat_rost=31924.500, wilcoxon_p_rost=0.481 mannwhitneyu_stat_rost=31924.500, mannwhitneyu_p_rost=0.481 wilcoxon_stat_snizh=31924.500, wilcoxon_p_snizh=0.520 mannwhitneyu_stat_snizh=31924.500, mannwhitneyu_p_snizh=0.520 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== FERG.L: wilcoxon_stat=15403.000, wilcoxon_p=0.570 mannwhitneyu_stat=31449.000, mannwhitneyu_p=0.368 wilcoxon_stat_rost=31449.000, wilcoxon_p_rost=0.368 mannwhitneyu_stat_rost=31449.000, mannwhitneyu_p_rost=0.368 wilcoxon_stat_snizh=31449.000, wilcoxon_p_snizh=0.632 mannwhitneyu_stat_snizh=31449.000, mannwhitneyu_p_snizh=0.632 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== FXPO.L: wilcoxon_stat=15339.000, wilcoxon_p=0.533 mannwhitneyu_stat=30937.500, mannwhitneyu_p=0.258 wilcoxon_stat_rost=33071.500, wilcoxon_p_rost=0.742 mannwhitneyu_stat_rost=33071.500, mannwhitneyu_p_rost=0.742 wilcoxon_stat_snizh=33071.500, wilcoxon_p_snizh=0.258 mannwhitneyu_stat_snizh=33071.500, mannwhitneyu_p_snizh=0.258 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== FEV.L: wilcoxon_stat=15618.000, wilcoxon_p=0.782 mannwhitneyu_stat=31851.500, mannwhitneyu_p=0.463 wilcoxon_stat_rost=32157.500, wilcoxon_p_rost=0.537 mannwhitneyu_stat_rost=32157.500, mannwhitneyu_p_rost=0.537 wilcoxon_stat_snizh=32157.500, wilcoxon_p_snizh=0.463 mannwhitneyu_stat_snizh=32157.500, mannwhitneyu_p_snizh=0.463 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== FSV.L: wilcoxon_stat=14984.000, wilcoxon_p=0.410 mannwhitneyu_stat=29265.000, mannwhitneyu_p=0.048 wilcoxon_stat_rost=29265.000, wilcoxon_p_rost=0.048 mannwhitneyu_stat_rost=29265.000, mannwhitneyu_p_rost=0.048 wilcoxon_stat_snizh=29265.000, wilcoxon_p_snizh=0.952 mannwhitneyu_stat_snizh=29265.000, mannwhitneyu_p_snizh=0.952 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== FCSS.L: wilcoxon_stat=13656.500, wilcoxon_p=0.049 mannwhitneyu_stat=28537.500, mannwhitneyu_p=0.018 wilcoxon_stat_rost=35471.500, wilcoxon_p_rost=0.983 mannwhitneyu_stat_rost=35471.500, mannwhitneyu_p_rost=0.983 wilcoxon_stat_snizh=35471.500, wilcoxon_p_snizh=0.018 mannwhitneyu_stat_snizh=35471.500, mannwhitneyu_p_snizh=0.018 wilcoxon probably different distributions mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably different distributions mannwhitneyu_snizh probably different distributions ================================================================== FGT.L: wilcoxon_stat=15931.000, wilcoxon_p=0.908 mannwhitneyu_stat=31628.000, mannwhitneyu_p=0.410 wilcoxon_stat_rost=31628.000, wilcoxon_p_rost=0.410 mannwhitneyu_stat_rost=31628.000, mannwhitneyu_p_rost=0.410 wilcoxon_stat_snizh=31628.000, wilcoxon_p_snizh=0.591 mannwhitneyu_stat_snizh=31628.000, mannwhitneyu_p_snizh=0.591 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== FGP.L: wilcoxon_stat=16030.000, wilcoxon_p=0.976 mannwhitneyu_stat=31543.500, mannwhitneyu_p=0.390 wilcoxon_stat_rost=32465.500, wilcoxon_p_rost=0.611 mannwhitneyu_stat_rost=32465.500, mannwhitneyu_p_rost=0.611 wilcoxon_stat_snizh=32465.500, wilcoxon_p_snizh=0.390 mannwhitneyu_stat_snizh=32465.500, mannwhitneyu_p_snizh=0.390 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== FSJ.L: wilcoxon_stat=15308.000, wilcoxon_p=0.586 mannwhitneyu_stat=31892.000, mannwhitneyu_p=0.473 wilcoxon_stat_rost=32117.000, wilcoxon_p_rost=0.527 mannwhitneyu_stat_rost=32117.000, mannwhitneyu_p_rost=0.527 wilcoxon_stat_snizh=32117.000, wilcoxon_p_snizh=0.473 mannwhitneyu_stat_snizh=32117.000, mannwhitneyu_p_snizh=0.473 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== FRES.L: wilcoxon_stat=14296.000, wilcoxon_p=0.129 mannwhitneyu_stat=29188.000, mannwhitneyu_p=0.043 wilcoxon_stat_rost=34821.000, wilcoxon_p_rost=0.957 mannwhitneyu_stat_rost=34821.000, mannwhitneyu_p_rost=0.957 wilcoxon_stat_snizh=34821.000, wilcoxon_p_snizh=0.043 mannwhitneyu_stat_snizh=34821.000, mannwhitneyu_p_snizh=0.043 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably different distributions ================================================================== GFRD.L: wilcoxon_stat=14281.000, wilcoxon_p=0.126 mannwhitneyu_stat=29634.000, mannwhitneyu_p=0.075 wilcoxon_stat_rost=29634.000, wilcoxon_p_rost=0.075 mannwhitneyu_stat_rost=29634.000, mannwhitneyu_p_rost=0.075 wilcoxon_stat_snizh=29634.000, wilcoxon_p_snizh=0.925 mannwhitneyu_stat_snizh=29634.000, mannwhitneyu_p_snizh=0.925 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== GAW.L: wilcoxon_stat=14518.000, wilcoxon_p=0.184 mannwhitneyu_stat=30098.500, mannwhitneyu_p=0.123 wilcoxon_stat_rost=33910.500, wilcoxon_p_rost=0.877 mannwhitneyu_stat_rost=33910.500, mannwhitneyu_p_rost=0.877 wilcoxon_stat_snizh=33910.500, wilcoxon_p_snizh=0.123 mannwhitneyu_stat_snizh=33910.500, mannwhitneyu_p_snizh=0.123 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== GCP.L: wilcoxon_stat=15005.000, wilcoxon_p=0.551 mannwhitneyu_stat=31056.500, mannwhitneyu_p=0.282 wilcoxon_stat_rost=31056.500, wilcoxon_p_rost=0.282 mannwhitneyu_stat_rost=31056.500, mannwhitneyu_p_rost=0.282 wilcoxon_stat_snizh=31056.500, wilcoxon_p_snizh=0.718 mannwhitneyu_stat_snizh=31056.500, mannwhitneyu_p_snizh=0.718 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== GNS.L: wilcoxon_stat=15597.000, wilcoxon_p=0.688 mannwhitneyu_stat=31119.500, mannwhitneyu_p=0.295 wilcoxon_stat_rost=31119.500, wilcoxon_p_rost=0.295 mannwhitneyu_stat_rost=31119.500, mannwhitneyu_p_rost=0.295 wilcoxon_stat_snizh=31119.500, wilcoxon_p_snizh=0.705 mannwhitneyu_stat_snizh=31119.500, mannwhitneyu_p_snizh=0.705 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== GSK.L: wilcoxon_stat=14225.000, wilcoxon_p=0.114 mannwhitneyu_stat=28641.000, mannwhitneyu_p=0.020 wilcoxon_stat_rost=28641.000, wilcoxon_p_rost=0.020 mannwhitneyu_stat_rost=28641.000, mannwhitneyu_p_rost=0.020 wilcoxon_stat_snizh=28641.000, wilcoxon_p_snizh=0.980 mannwhitneyu_stat_snizh=28641.000, mannwhitneyu_p_snizh=0.980 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== GLEN.L: wilcoxon_stat=14881.000, wilcoxon_p=0.309 mannwhitneyu_stat=30880.000, mannwhitneyu_p=0.247 wilcoxon_stat_rost=30880.000, wilcoxon_p_rost=0.247 mannwhitneyu_stat_rost=30880.000, mannwhitneyu_p_rost=0.247 wilcoxon_stat_snizh=30880.000, wilcoxon_p_snizh=0.753 mannwhitneyu_stat_snizh=30880.000, mannwhitneyu_p_snizh=0.753 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== GOG.L: wilcoxon_stat=15097.000, wilcoxon_p=0.406 mannwhitneyu_stat=30742.500, mannwhitneyu_p=0.222 wilcoxon_stat_rost=30742.500, wilcoxon_p_rost=0.222 mannwhitneyu_stat_rost=30742.500, mannwhitneyu_p_rost=0.222 wilcoxon_stat_snizh=30742.500, wilcoxon_p_snizh=0.779 mannwhitneyu_stat_snizh=30742.500, mannwhitneyu_p_snizh=0.779 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== GFTU.L: wilcoxon_stat=15888.000, wilcoxon_p=0.879 mannwhitneyu_stat=31852.500, mannwhitneyu_p=0.463 wilcoxon_stat_rost=32156.500, wilcoxon_p_rost=0.537 mannwhitneyu_stat_rost=32156.500, mannwhitneyu_p_rost=0.537 wilcoxon_stat_snizh=32156.500, wilcoxon_p_snizh=0.463 mannwhitneyu_stat_snizh=32156.500, mannwhitneyu_p_snizh=0.463 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== GRI.L: wilcoxon_stat=15926.000, wilcoxon_p=0.905 mannwhitneyu_stat=31758.000, mannwhitneyu_p=0.441 wilcoxon_stat_rost=31758.000, wilcoxon_p_rost=0.441 mannwhitneyu_stat_rost=31758.000, mannwhitneyu_p_rost=0.441 wilcoxon_stat_snizh=31758.000, wilcoxon_p_snizh=0.560 mannwhitneyu_stat_snizh=31758.000, mannwhitneyu_p_snizh=0.560 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== UKW.L: wilcoxon_stat=15141.500, wilcoxon_p=0.633 mannwhitneyu_stat=30513.500, mannwhitneyu_p=0.182 wilcoxon_stat_rost=30513.500, wilcoxon_p_rost=0.182 mannwhitneyu_stat_rost=30513.500, mannwhitneyu_p_rost=0.182 wilcoxon_stat_snizh=30513.500, wilcoxon_p_snizh=0.818 mannwhitneyu_stat_snizh=30513.500, mannwhitneyu_p_snizh=0.818 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== GNC.L: wilcoxon_stat=13716.000, wilcoxon_p=0.044 mannwhitneyu_stat=28565.000, mannwhitneyu_p=0.018 wilcoxon_stat_rost=28565.000, wilcoxon_p_rost=0.018 mannwhitneyu_stat_rost=28565.000, mannwhitneyu_p_rost=0.018 wilcoxon_stat_snizh=28565.000, wilcoxon_p_snizh=0.982 mannwhitneyu_stat_snizh=28565.000, mannwhitneyu_p_snizh=0.982 wilcoxon probably different distributions mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== GRG.L: wilcoxon_stat=14207.000, wilcoxon_p=0.111 mannwhitneyu_stat=29218.000, mannwhitneyu_p=0.045 wilcoxon_stat_rost=29218.000, wilcoxon_p_rost=0.045 mannwhitneyu_stat_rost=29218.000, mannwhitneyu_p_rost=0.045 wilcoxon_stat_snizh=29218.000, wilcoxon_p_snizh=0.955 mannwhitneyu_stat_snizh=29218.000, mannwhitneyu_p_snizh=0.955 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HFD.L: wilcoxon_stat=15444.000, wilcoxon_p=0.594 mannwhitneyu_stat=31586.000, mannwhitneyu_p=0.400 wilcoxon_stat_rost=32423.000, wilcoxon_p_rost=0.601 mannwhitneyu_stat_rost=32423.000, mannwhitneyu_p_rost=0.601 wilcoxon_stat_snizh=32423.000, wilcoxon_p_snizh=0.400 mannwhitneyu_stat_snizh=32423.000, mannwhitneyu_p_snizh=0.400 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HLMA.L: wilcoxon_stat=15678.000, wilcoxon_p=0.739 mannwhitneyu_stat=31077.000, mannwhitneyu_p=0.286 wilcoxon_stat_rost=31077.000, wilcoxon_p_rost=0.286 mannwhitneyu_stat_rost=31077.000, mannwhitneyu_p_rost=0.286 wilcoxon_stat_snizh=31077.000, wilcoxon_p_snizh=0.714 mannwhitneyu_stat_snizh=31077.000, mannwhitneyu_p_snizh=0.714 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HMSO.L: wilcoxon_stat=13508.000, wilcoxon_p=0.028 mannwhitneyu_stat=27736.000, mannwhitneyu_p=0.005 wilcoxon_stat_rost=27736.000, wilcoxon_p_rost=0.005 mannwhitneyu_stat_rost=27736.000, mannwhitneyu_p_rost=0.005 wilcoxon_stat_snizh=27736.000, wilcoxon_p_snizh=0.995 mannwhitneyu_stat_snizh=27736.000, mannwhitneyu_p_snizh=0.995 wilcoxon probably different distributions mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HVPE.L: wilcoxon_stat=15434.000, wilcoxon_p=0.663 mannwhitneyu_stat=30978.000, mannwhitneyu_p=0.266 wilcoxon_stat_rost=30978.000, wilcoxon_p_rost=0.266 mannwhitneyu_stat_rost=30978.000, mannwhitneyu_p_rost=0.266 wilcoxon_stat_snizh=30978.000, wilcoxon_p_snizh=0.734 mannwhitneyu_stat_snizh=30978.000, mannwhitneyu_p_snizh=0.734 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HL.L: wilcoxon_stat=15653.000, wilcoxon_p=0.723 mannwhitneyu_stat=31639.000, mannwhitneyu_p=0.412 wilcoxon_stat_rost=31639.000, wilcoxon_p_rost=0.412 mannwhitneyu_stat_rost=31639.000, mannwhitneyu_p_rost=0.412 wilcoxon_stat_snizh=31639.000, wilcoxon_p_snizh=0.588 mannwhitneyu_stat_snizh=31639.000, mannwhitneyu_p_snizh=0.588 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HAS.L: wilcoxon_stat=14906.000, wilcoxon_p=0.320 mannwhitneyu_stat=30191.500, mannwhitneyu_p=0.135 wilcoxon_stat_rost=30191.500, wilcoxon_p_rost=0.135 mannwhitneyu_stat_rost=30191.500, mannwhitneyu_p_rost=0.135 wilcoxon_stat_snizh=30191.500, wilcoxon_p_snizh=0.865 mannwhitneyu_stat_snizh=30191.500, mannwhitneyu_p_snizh=0.865 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HRI.L: wilcoxon_stat=15105.500, wilcoxon_p=0.410 mannwhitneyu_stat=30784.000, mannwhitneyu_p=0.229 wilcoxon_stat_rost=33225.000, wilcoxon_p_rost=0.771 mannwhitneyu_stat_rost=33225.000, mannwhitneyu_p_rost=0.771 wilcoxon_stat_snizh=33225.000, wilcoxon_p_snizh=0.229 mannwhitneyu_stat_snizh=33225.000, mannwhitneyu_p_snizh=0.229 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HGT.L: wilcoxon_stat=14761.000, wilcoxon_p=0.481 mannwhitneyu_stat=31973.500, mannwhitneyu_p=0.493 wilcoxon_stat_rost=32035.500, wilcoxon_p_rost=0.508 mannwhitneyu_stat_rost=32035.500, mannwhitneyu_p_rost=0.508 wilcoxon_stat_snizh=32035.500, wilcoxon_p_snizh=0.493 mannwhitneyu_stat_snizh=32035.500, mannwhitneyu_p_snizh=0.493 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HICL.L: wilcoxon_stat=15858.000, wilcoxon_p=0.859 mannwhitneyu_stat=31688.500, mannwhitneyu_p=0.424 wilcoxon_stat_rost=32320.500, wilcoxon_p_rost=0.576 mannwhitneyu_stat_rost=32320.500, mannwhitneyu_p_rost=0.576 wilcoxon_stat_snizh=32320.500, wilcoxon_p_snizh=0.424 mannwhitneyu_stat_snizh=32320.500, mannwhitneyu_p_snizh=0.424 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HIK.L: wilcoxon_stat=15301.000, wilcoxon_p=0.512 mannwhitneyu_stat=30978.500, mannwhitneyu_p=0.266 wilcoxon_stat_rost=33030.500, wilcoxon_p_rost=0.734 mannwhitneyu_stat_rost=33030.500, mannwhitneyu_p_rost=0.734 wilcoxon_stat_snizh=33030.500, wilcoxon_p_snizh=0.266 mannwhitneyu_stat_snizh=33030.500, mannwhitneyu_p_snizh=0.266 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HILS.L: wilcoxon_stat=16022.000, wilcoxon_p=0.970 mannwhitneyu_stat=31234.000, mannwhitneyu_p=0.320 wilcoxon_stat_rost=31234.000, wilcoxon_p_rost=0.320 mannwhitneyu_stat_rost=31234.000, mannwhitneyu_p_rost=0.320 wilcoxon_stat_snizh=31234.000, wilcoxon_p_snizh=0.680 mannwhitneyu_stat_snizh=31234.000, mannwhitneyu_p_snizh=0.680 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HFG.L: wilcoxon_stat=15762.000, wilcoxon_p=0.879 mannwhitneyu_stat=31566.000, mannwhitneyu_p=0.395 wilcoxon_stat_rost=31566.000, wilcoxon_p_rost=0.395 mannwhitneyu_stat_rost=31566.000, mannwhitneyu_p_rost=0.395 wilcoxon_stat_snizh=31566.000, wilcoxon_p_snizh=0.605 mannwhitneyu_stat_snizh=31566.000, mannwhitneyu_p_snizh=0.605 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HSX.L: wilcoxon_stat=15649.000, wilcoxon_p=0.721 mannwhitneyu_stat=31677.000, mannwhitneyu_p=0.421 wilcoxon_stat_rost=31677.000, wilcoxon_p_rost=0.421 mannwhitneyu_stat_rost=31677.000, mannwhitneyu_p_rost=0.421 wilcoxon_stat_snizh=31677.000, wilcoxon_p_snizh=0.579 mannwhitneyu_stat_snizh=31677.000, mannwhitneyu_p_snizh=0.579 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HOC.L: wilcoxon_stat=15347.000, wilcoxon_p=0.537 mannwhitneyu_stat=30459.500, mannwhitneyu_p=0.174 wilcoxon_stat_rost=33549.500, wilcoxon_p_rost=0.826 mannwhitneyu_stat_rost=33549.500, mannwhitneyu_p_rost=0.826 wilcoxon_stat_snizh=33549.500, wilcoxon_p_snizh=0.174 mannwhitneyu_stat_snizh=33549.500, mannwhitneyu_p_snizh=0.174 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HSV.L: wilcoxon_stat=15633.000, wilcoxon_p=0.710 mannwhitneyu_stat=31667.500, mannwhitneyu_p=0.419 wilcoxon_stat_rost=31667.500, wilcoxon_p_rost=0.419 mannwhitneyu_stat_rost=31667.500, mannwhitneyu_p_rost=0.419 wilcoxon_stat_snizh=31667.500, wilcoxon_p_snizh=0.581 mannwhitneyu_stat_snizh=31667.500, mannwhitneyu_p_snizh=0.581 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HWDN.L: wilcoxon_stat=15815.000, wilcoxon_p=0.830 mannwhitneyu_stat=31654.500, mannwhitneyu_p=0.416 wilcoxon_stat_rost=32354.500, wilcoxon_p_rost=0.584 mannwhitneyu_stat_rost=32354.500, mannwhitneyu_p_rost=0.584 wilcoxon_stat_snizh=32354.500, wilcoxon_p_snizh=0.416 mannwhitneyu_stat_snizh=32354.500, mannwhitneyu_p_snizh=0.416 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HSBA.L: wilcoxon_stat=14555.000, wilcoxon_p=0.195 mannwhitneyu_stat=29784.500, mannwhitneyu_p=0.089 wilcoxon_stat_rost=29784.500, wilcoxon_p_rost=0.089 mannwhitneyu_stat_rost=29784.500, mannwhitneyu_p_rost=0.089 wilcoxon_stat_snizh=29784.500, wilcoxon_p_snizh=0.912 mannwhitneyu_stat_snizh=29784.500, mannwhitneyu_p_snizh=0.912 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== HTG.L: wilcoxon_stat=15309.000, wilcoxon_p=0.516 mannwhitneyu_stat=31564.500, mannwhitneyu_p=0.395 wilcoxon_stat_rost=31564.500, wilcoxon_p_rost=0.395 mannwhitneyu_stat_rost=31564.500, mannwhitneyu_p_rost=0.395 wilcoxon_stat_snizh=31564.500, wilcoxon_p_snizh=0.606 mannwhitneyu_stat_snizh=31564.500, mannwhitneyu_p_snizh=0.606 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== IBST.L: wilcoxon_stat=15722.000, wilcoxon_p=0.768 mannwhitneyu_stat=31620.000, mannwhitneyu_p=0.408 wilcoxon_stat_rost=31620.000, wilcoxon_p_rost=0.408 mannwhitneyu_stat_rost=31620.000, mannwhitneyu_p_rost=0.408 wilcoxon_stat_snizh=31620.000, wilcoxon_p_snizh=0.593 mannwhitneyu_stat_snizh=31620.000, mannwhitneyu_p_snizh=0.593 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== IGG.L: wilcoxon_stat=14523.000, wilcoxon_p=0.186 mannwhitneyu_stat=30269.500, mannwhitneyu_p=0.146 wilcoxon_stat_rost=33739.500, wilcoxon_p_rost=0.854 mannwhitneyu_stat_rost=33739.500, mannwhitneyu_p_rost=0.854 wilcoxon_stat_snizh=33739.500, wilcoxon_p_snizh=0.146 mannwhitneyu_stat_snizh=33739.500, mannwhitneyu_p_snizh=0.146 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== IMI.L: wilcoxon_stat=15728.000, wilcoxon_p=0.772 mannwhitneyu_stat=31967.000, mannwhitneyu_p=0.491 wilcoxon_stat_rost=31967.000, wilcoxon_p_rost=0.491 mannwhitneyu_stat_rost=31967.000, mannwhitneyu_p_rost=0.491 wilcoxon_stat_snizh=31967.000, wilcoxon_p_snizh=0.509 mannwhitneyu_stat_snizh=31967.000, mannwhitneyu_p_snizh=0.509 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== IMB.L: wilcoxon_stat=14949.000, wilcoxon_p=0.338 mannwhitneyu_stat=30103.500, mannwhitneyu_p=0.124 wilcoxon_stat_rost=30103.500, wilcoxon_p_rost=0.124 mannwhitneyu_stat_rost=30103.500, mannwhitneyu_p_rost=0.124 wilcoxon_stat_snizh=30103.500, wilcoxon_p_snizh=0.876 mannwhitneyu_stat_snizh=30103.500, mannwhitneyu_p_snizh=0.876 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== INCH.L: wilcoxon_stat=15454.000, wilcoxon_p=0.600 mannwhitneyu_stat=30860.000, mannwhitneyu_p=0.243 wilcoxon_stat_rost=30860.000, wilcoxon_p_rost=0.243 mannwhitneyu_stat_rost=30860.000, mannwhitneyu_p_rost=0.243 wilcoxon_stat_snizh=30860.000, wilcoxon_p_snizh=0.757 mannwhitneyu_stat_snizh=30860.000, mannwhitneyu_p_snizh=0.757 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== INDV.L: wilcoxon_stat=15919.000, wilcoxon_p=0.900 mannwhitneyu_stat=31971.500, mannwhitneyu_p=0.492 wilcoxon_stat_rost=32037.500, wilcoxon_p_rost=0.508 mannwhitneyu_stat_rost=32037.500, mannwhitneyu_p_rost=0.508 wilcoxon_stat_snizh=32037.500, wilcoxon_p_snizh=0.492 mannwhitneyu_stat_snizh=32037.500, mannwhitneyu_p_snizh=0.492 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== INF.L: wilcoxon_stat=15786.000, wilcoxon_p=0.810 mannwhitneyu_stat=31141.000, mannwhitneyu_p=0.300 wilcoxon_stat_rost=31141.000, wilcoxon_p_rost=0.300 mannwhitneyu_stat_rost=31141.000, mannwhitneyu_p_rost=0.300 wilcoxon_stat_snizh=31141.000, wilcoxon_p_snizh=0.700 mannwhitneyu_stat_snizh=31141.000, mannwhitneyu_p_snizh=0.700 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ICP.L: wilcoxon_stat=15545.000, wilcoxon_p=0.655 mannwhitneyu_stat=31663.500, mannwhitneyu_p=0.418 wilcoxon_stat_rost=32345.500, wilcoxon_p_rost=0.582 mannwhitneyu_stat_rost=32345.500, mannwhitneyu_p_rost=0.582 wilcoxon_stat_snizh=32345.500, wilcoxon_p_snizh=0.418 mannwhitneyu_stat_snizh=32345.500, mannwhitneyu_p_snizh=0.418 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== IHG.L: wilcoxon_stat=15192.000, wilcoxon_p=0.453 mannwhitneyu_stat=30443.000, mannwhitneyu_p=0.171 wilcoxon_stat_rost=30443.000, wilcoxon_p_rost=0.171 mannwhitneyu_stat_rost=30443.000, mannwhitneyu_p_rost=0.171 wilcoxon_stat_snizh=30443.000, wilcoxon_p_snizh=0.829 mannwhitneyu_stat_snizh=30443.000, mannwhitneyu_p_snizh=0.829 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ITRK.L: wilcoxon_stat=15437.000, wilcoxon_p=0.590 mannwhitneyu_stat=31322.000, mannwhitneyu_p=0.339 wilcoxon_stat_rost=32687.000, wilcoxon_p_rost=0.661 mannwhitneyu_stat_rost=32687.000, mannwhitneyu_p_rost=0.661 wilcoxon_stat_snizh=32687.000, wilcoxon_p_snizh=0.339 mannwhitneyu_stat_snizh=32687.000, mannwhitneyu_p_snizh=0.339 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== IHP.L: wilcoxon_stat=16055.000, wilcoxon_p=0.993 mannwhitneyu_stat=31184.500, mannwhitneyu_p=0.309 wilcoxon_stat_rost=31184.500, wilcoxon_p_rost=0.309 mannwhitneyu_stat_rost=31184.500, mannwhitneyu_p_rost=0.309 wilcoxon_stat_snizh=31184.500, wilcoxon_p_snizh=0.691 mannwhitneyu_stat_snizh=31184.500, mannwhitneyu_p_snizh=0.691 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== IAG.L: wilcoxon_stat=14657.000, wilcoxon_p=0.227 mannwhitneyu_stat=28974.500, mannwhitneyu_p=0.033 wilcoxon_stat_rost=28974.500, wilcoxon_p_rost=0.033 mannwhitneyu_stat_rost=28974.500, mannwhitneyu_p_rost=0.033 wilcoxon_stat_snizh=28974.500, wilcoxon_p_snizh=0.967 mannwhitneyu_stat_snizh=28974.500, mannwhitneyu_p_snizh=0.967 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== INPP.L: wilcoxon_stat=15935.000, wilcoxon_p=0.997 mannwhitneyu_stat=31991.500, mannwhitneyu_p=0.497 wilcoxon_stat_rost=31991.500, wilcoxon_p_rost=0.497 mannwhitneyu_stat_rost=31991.500, mannwhitneyu_p_rost=0.497 wilcoxon_stat_snizh=31991.500, wilcoxon_p_snizh=0.503 mannwhitneyu_stat_snizh=31991.500, mannwhitneyu_p_snizh=0.503 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== INVP.L: wilcoxon_stat=14432.000, wilcoxon_p=0.161 mannwhitneyu_stat=29247.500, mannwhitneyu_p=0.047 wilcoxon_stat_rost=29247.500, wilcoxon_p_rost=0.047 mannwhitneyu_stat_rost=29247.500, mannwhitneyu_p_rost=0.047 wilcoxon_stat_snizh=29247.500, wilcoxon_p_snizh=0.953 mannwhitneyu_stat_snizh=29247.500, mannwhitneyu_p_snizh=0.953 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== IPO.L: wilcoxon_stat=15661.000, wilcoxon_p=0.810 mannwhitneyu_stat=31713.000, mannwhitneyu_p=0.430 wilcoxon_stat_rost=31713.000, wilcoxon_p_rost=0.430 mannwhitneyu_stat_rost=31713.000, mannwhitneyu_p_rost=0.430 wilcoxon_stat_snizh=31713.000, wilcoxon_p_snizh=0.570 mannwhitneyu_stat_snizh=31713.000, mannwhitneyu_p_snizh=0.570 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ITV.L: wilcoxon_stat=16007.000, wilcoxon_p=0.960 mannwhitneyu_stat=31186.000, mannwhitneyu_p=0.309 wilcoxon_stat_rost=31186.000, wilcoxon_p_rost=0.309 mannwhitneyu_stat_rost=31186.000, mannwhitneyu_p_rost=0.309 wilcoxon_stat_snizh=31186.000, wilcoxon_p_snizh=0.691 mannwhitneyu_stat_snizh=31186.000, mannwhitneyu_p_snizh=0.691 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== IWG.L: wilcoxon_stat=16037.000, wilcoxon_p=0.980 mannwhitneyu_stat=31831.000, mannwhitneyu_p=0.458 wilcoxon_stat_rost=31831.000, wilcoxon_p_rost=0.458 mannwhitneyu_stat_rost=31831.000, mannwhitneyu_p_rost=0.458 wilcoxon_stat_snizh=31831.000, wilcoxon_p_snizh=0.542 mannwhitneyu_stat_snizh=31831.000, mannwhitneyu_p_snizh=0.542 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== JD.L: wilcoxon_stat=15778.000, wilcoxon_p=0.805 mannwhitneyu_stat=30910.000, mannwhitneyu_p=0.253 wilcoxon_stat_rost=30910.000, wilcoxon_p_rost=0.253 mannwhitneyu_stat_rost=30910.000, mannwhitneyu_p_rost=0.253 wilcoxon_stat_snizh=30910.000, wilcoxon_p_snizh=0.747 mannwhitneyu_stat_snizh=30910.000, mannwhitneyu_p_snizh=0.747 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== JMAT.L: wilcoxon_stat=15585.000, wilcoxon_p=0.680 mannwhitneyu_stat=31729.000, mannwhitneyu_p=0.434 wilcoxon_stat_rost=31729.000, wilcoxon_p_rost=0.434 mannwhitneyu_stat_rost=31729.000, mannwhitneyu_p_rost=0.434 wilcoxon_stat_snizh=31729.000, wilcoxon_p_snizh=0.567 mannwhitneyu_stat_snizh=31729.000, mannwhitneyu_p_snizh=0.567 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== JII.L: wilcoxon_stat=15601.000, wilcoxon_p=0.690 mannwhitneyu_stat=31064.000, mannwhitneyu_p=0.284 wilcoxon_stat_rost=32945.000, wilcoxon_p_rost=0.716 mannwhitneyu_stat_rost=32945.000, mannwhitneyu_p_rost=0.716 wilcoxon_stat_snizh=32945.000, wilcoxon_p_snizh=0.284 mannwhitneyu_stat_snizh=32945.000, mannwhitneyu_p_snizh=0.284 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== JAM.L: wilcoxon_stat=15727.500, wilcoxon_p=0.855 mannwhitneyu_stat=31690.000, mannwhitneyu_p=0.424 wilcoxon_stat_rost=32319.000, wilcoxon_p_rost=0.576 mannwhitneyu_stat_rost=32319.000, mannwhitneyu_p_rost=0.576 wilcoxon_stat_snizh=32319.000, wilcoxon_p_snizh=0.424 mannwhitneyu_stat_snizh=32319.000, mannwhitneyu_p_snizh=0.424 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== JMG.L: wilcoxon_stat=15047.500, wilcoxon_p=0.382 mannwhitneyu_stat=30109.500, mannwhitneyu_p=0.125 wilcoxon_stat_rost=33899.500, wilcoxon_p_rost=0.875 mannwhitneyu_stat_rost=33899.500, mannwhitneyu_p_rost=0.875 wilcoxon_stat_snizh=33899.500, wilcoxon_p_snizh=0.125 mannwhitneyu_stat_snizh=33899.500, mannwhitneyu_p_snizh=0.125 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== JFJ.L: wilcoxon_stat=14032.000, wilcoxon_p=0.081 mannwhitneyu_stat=28661.500, mannwhitneyu_p=0.021 wilcoxon_stat_rost=35347.500, wilcoxon_p_rost=0.979 mannwhitneyu_stat_rost=35347.500, mannwhitneyu_p_rost=0.979 wilcoxon_stat_snizh=35347.500, wilcoxon_p_snizh=0.021 mannwhitneyu_stat_snizh=35347.500, mannwhitneyu_p_snizh=0.021 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably different distributions mannwhitneyu_snizh probably different distributions ================================================================== JUP.L: wilcoxon_stat=15547.000, wilcoxon_p=0.656 mannwhitneyu_stat=31236.500, mannwhitneyu_p=0.320 wilcoxon_stat_rost=31236.500, wilcoxon_p_rost=0.320 mannwhitneyu_stat_rost=31236.500, mannwhitneyu_p_rost=0.320 wilcoxon_stat_snizh=31236.500, wilcoxon_p_snizh=0.680 mannwhitneyu_stat_snizh=31236.500, mannwhitneyu_p_snizh=0.680 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== JUST.L: wilcoxon_stat=15662.000, wilcoxon_p=0.729 mannwhitneyu_stat=30912.000, mannwhitneyu_p=0.253 wilcoxon_stat_rost=30912.000, wilcoxon_p_rost=0.253 mannwhitneyu_stat_rost=30912.000, mannwhitneyu_p_rost=0.253 wilcoxon_stat_snizh=30912.000, wilcoxon_p_snizh=0.747 mannwhitneyu_stat_snizh=30912.000, mannwhitneyu_p_snizh=0.747 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== KLR.L: wilcoxon_stat=15544.000, wilcoxon_p=0.654 mannwhitneyu_stat=31477.500, mannwhitneyu_p=0.374 wilcoxon_stat_rost=31477.500, wilcoxon_p_rost=0.374 mannwhitneyu_stat_rost=31477.500, mannwhitneyu_p_rost=0.374 wilcoxon_stat_snizh=31477.500, wilcoxon_p_snizh=0.626 mannwhitneyu_stat_snizh=31477.500, mannwhitneyu_p_snizh=0.626 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== KIE.L: wilcoxon_stat=14781.000, wilcoxon_p=0.317 mannwhitneyu_stat=30007.000, mannwhitneyu_p=0.112 wilcoxon_stat_rost=30007.000, wilcoxon_p_rost=0.112 mannwhitneyu_stat_rost=30007.000, mannwhitneyu_p_rost=0.112 wilcoxon_stat_snizh=30007.000, wilcoxon_p_snizh=0.888 mannwhitneyu_stat_snizh=30007.000, mannwhitneyu_p_snizh=0.888 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== KGF.L: wilcoxon_stat=15781.000, wilcoxon_p=0.807 mannwhitneyu_stat=31325.000, mannwhitneyu_p=0.340 wilcoxon_stat_rost=31325.000, wilcoxon_p_rost=0.340 mannwhitneyu_stat_rost=31325.000, mannwhitneyu_p_rost=0.340 wilcoxon_stat_snizh=31325.000, wilcoxon_p_snizh=0.660 mannwhitneyu_stat_snizh=31325.000, mannwhitneyu_p_snizh=0.660 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== LRE.L: wilcoxon_stat=15864.000, wilcoxon_p=0.863 mannwhitneyu_stat=31255.000, mannwhitneyu_p=0.324 wilcoxon_stat_rost=32754.000, wilcoxon_p_rost=0.676 mannwhitneyu_stat_rost=32754.000, mannwhitneyu_p_rost=0.676 wilcoxon_stat_snizh=32754.000, wilcoxon_p_snizh=0.324 mannwhitneyu_stat_snizh=32754.000, mannwhitneyu_p_snizh=0.324 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== LAND.L: wilcoxon_stat=15164.000, wilcoxon_p=0.439 mannwhitneyu_stat=30205.500, mannwhitneyu_p=0.137 wilcoxon_stat_rost=30205.500, wilcoxon_p_rost=0.137 mannwhitneyu_stat_rost=30205.500, mannwhitneyu_p_rost=0.137 wilcoxon_stat_snizh=30205.500, wilcoxon_p_snizh=0.863 mannwhitneyu_stat_snizh=30205.500, mannwhitneyu_p_snizh=0.863 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== LGEN.L: wilcoxon_stat=15882.000, wilcoxon_p=0.875 mannwhitneyu_stat=31284.000, mannwhitneyu_p=0.331 wilcoxon_stat_rost=31284.000, wilcoxon_p_rost=0.331 mannwhitneyu_stat_rost=31284.000, mannwhitneyu_p_rost=0.331 wilcoxon_stat_snizh=31284.000, wilcoxon_p_snizh=0.669 mannwhitneyu_stat_snizh=31284.000, mannwhitneyu_p_snizh=0.669 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== LLOY.L: wilcoxon_stat=14422.000, wilcoxon_p=0.158 mannwhitneyu_stat=28224.000, mannwhitneyu_p=0.011 wilcoxon_stat_rost=28224.000, wilcoxon_p_rost=0.011 mannwhitneyu_stat_rost=28224.000, mannwhitneyu_p_rost=0.011 wilcoxon_stat_snizh=28224.000, wilcoxon_p_snizh=0.989 mannwhitneyu_stat_snizh=28224.000, mannwhitneyu_p_snizh=0.989 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== LMP.L: wilcoxon_stat=15600.000, wilcoxon_p=0.690 mannwhitneyu_stat=31666.500, mannwhitneyu_p=0.419 wilcoxon_stat_rost=31666.500, wilcoxon_p_rost=0.419 mannwhitneyu_stat_rost=31666.500, mannwhitneyu_p_rost=0.419 wilcoxon_stat_snizh=31666.500, wilcoxon_p_snizh=0.582 mannwhitneyu_stat_snizh=31666.500, mannwhitneyu_p_snizh=0.582 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== EMG.L: wilcoxon_stat=14313.000, wilcoxon_p=0.133 mannwhitneyu_stat=28624.000, mannwhitneyu_p=0.020 wilcoxon_stat_rost=28624.000, wilcoxon_p_rost=0.020 mannwhitneyu_stat_rost=28624.000, mannwhitneyu_p_rost=0.020 wilcoxon_stat_snizh=28624.000, wilcoxon_p_snizh=0.980 mannwhitneyu_stat_snizh=28624.000, mannwhitneyu_p_snizh=0.980 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MKS.L: wilcoxon_stat=14490.000, wilcoxon_p=0.176 mannwhitneyu_stat=30272.500, mannwhitneyu_p=0.146 wilcoxon_stat_rost=30272.500, wilcoxon_p_rost=0.146 mannwhitneyu_stat_rost=30272.500, mannwhitneyu_p_rost=0.146 wilcoxon_stat_snizh=30272.500, wilcoxon_p_snizh=0.854 mannwhitneyu_stat_snizh=30272.500, mannwhitneyu_p_snizh=0.854 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MSLH.L: wilcoxon_stat=15948.000, wilcoxon_p=0.920 mannwhitneyu_stat=31689.500, mannwhitneyu_p=0.424 wilcoxon_stat_rost=32319.500, wilcoxon_p_rost=0.576 mannwhitneyu_stat_rost=32319.500, mannwhitneyu_p_rost=0.576 wilcoxon_stat_snizh=32319.500, wilcoxon_p_snizh=0.424 mannwhitneyu_stat_snizh=32319.500, mannwhitneyu_p_snizh=0.424 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MDC.L: wilcoxon_stat=15030.000, wilcoxon_p=0.374 mannwhitneyu_stat=30656.000, mannwhitneyu_p=0.206 wilcoxon_stat_rost=30656.000, wilcoxon_p_rost=0.206 mannwhitneyu_stat_rost=30656.000, mannwhitneyu_p_rost=0.206 wilcoxon_stat_snizh=30656.000, wilcoxon_p_snizh=0.794 mannwhitneyu_stat_snizh=30656.000, mannwhitneyu_p_snizh=0.794 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MGGT.L: wilcoxon_stat=15452.000, wilcoxon_p=0.674 mannwhitneyu_stat=31438.500, mannwhitneyu_p=0.365 wilcoxon_stat_rost=31438.500, wilcoxon_p_rost=0.365 mannwhitneyu_stat_rost=31438.500, mannwhitneyu_p_rost=0.365 wilcoxon_stat_snizh=31438.500, wilcoxon_p_snizh=0.635 mannwhitneyu_stat_snizh=31438.500, mannwhitneyu_p_snizh=0.635 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MRO.L: wilcoxon_stat=16039.000, wilcoxon_p=0.982 mannwhitneyu_stat=31480.500, mannwhitneyu_p=0.375 wilcoxon_stat_rost=31480.500, wilcoxon_p_rost=0.375 mannwhitneyu_stat_rost=31480.500, mannwhitneyu_p_rost=0.375 wilcoxon_stat_snizh=31480.500, wilcoxon_p_snizh=0.625 mannwhitneyu_stat_snizh=31480.500, mannwhitneyu_p_snizh=0.625 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MRC.L: wilcoxon_stat=15565.500, wilcoxon_p=0.747 mannwhitneyu_stat=31268.000, mannwhitneyu_p=0.327 wilcoxon_stat_rost=31268.000, wilcoxon_p_rost=0.327 mannwhitneyu_stat_rost=31268.000, mannwhitneyu_p_rost=0.327 wilcoxon_stat_snizh=31268.000, wilcoxon_p_snizh=0.673 mannwhitneyu_stat_snizh=31268.000, mannwhitneyu_p_snizh=0.673 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MTRO.L: wilcoxon_stat=15544.000, wilcoxon_p=0.654 mannwhitneyu_stat=31380.000, mannwhitneyu_p=0.352 wilcoxon_stat_rost=31380.000, wilcoxon_p_rost=0.352 mannwhitneyu_stat_rost=31380.000, mannwhitneyu_p_rost=0.352 wilcoxon_stat_snizh=31380.000, wilcoxon_p_snizh=0.648 mannwhitneyu_stat_snizh=31380.000, mannwhitneyu_p_snizh=0.648 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MCRO.L: wilcoxon_stat=15031.000, wilcoxon_p=0.375 mannwhitneyu_stat=30805.000, mannwhitneyu_p=0.233 wilcoxon_stat_rost=30805.000, wilcoxon_p_rost=0.233 mannwhitneyu_stat_rost=30805.000, mannwhitneyu_p_rost=0.233 wilcoxon_stat_snizh=30805.000, wilcoxon_p_snizh=0.767 mannwhitneyu_stat_snizh=30805.000, mannwhitneyu_p_snizh=0.767 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MAB.L: wilcoxon_stat=14789.000, wilcoxon_p=0.273 mannwhitneyu_stat=29419.000, mannwhitneyu_p=0.058 wilcoxon_stat_rost=29419.000, wilcoxon_p_rost=0.058 mannwhitneyu_stat_rost=29419.000, mannwhitneyu_p_rost=0.058 wilcoxon_stat_snizh=29419.000, wilcoxon_p_snizh=0.942 mannwhitneyu_stat_snizh=29419.000, mannwhitneyu_p_snizh=0.942 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MNDI.L: wilcoxon_stat=15801.000, wilcoxon_p=0.820 mannwhitneyu_stat=31393.000, mannwhitneyu_p=0.355 wilcoxon_stat_rost=32616.000, wilcoxon_p_rost=0.645 mannwhitneyu_stat_rost=32616.000, mannwhitneyu_p_rost=0.645 wilcoxon_stat_snizh=32616.000, wilcoxon_p_snizh=0.355 mannwhitneyu_stat_snizh=32616.000, mannwhitneyu_p_snizh=0.355 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MONY.L: wilcoxon_stat=15628.000, wilcoxon_p=0.707 mannwhitneyu_stat=31649.000, mannwhitneyu_p=0.415 wilcoxon_stat_rost=32360.000, wilcoxon_p_rost=0.586 mannwhitneyu_stat_rost=32360.000, mannwhitneyu_p_rost=0.586 wilcoxon_stat_snizh=32360.000, wilcoxon_p_snizh=0.415 mannwhitneyu_stat_snizh=32360.000, mannwhitneyu_p_snizh=0.415 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MNKS.L: wilcoxon_stat=14434.000, wilcoxon_p=0.161 mannwhitneyu_stat=29239.000, mannwhitneyu_p=0.046 wilcoxon_stat_rost=34770.000, wilcoxon_p_rost=0.954 mannwhitneyu_stat_rost=34770.000, mannwhitneyu_p_rost=0.954 wilcoxon_stat_snizh=34770.000, wilcoxon_p_snizh=0.046 mannwhitneyu_stat_snizh=34770.000, mannwhitneyu_p_snizh=0.046 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably different distributions ================================================================== MGAM.L: wilcoxon_stat=16012.000, wilcoxon_p=0.963 mannwhitneyu_stat=31745.500, mannwhitneyu_p=0.438 wilcoxon_stat_rost=32263.500, wilcoxon_p_rost=0.563 mannwhitneyu_stat_rost=32263.500, mannwhitneyu_p_rost=0.563 wilcoxon_stat_snizh=32263.500, wilcoxon_p_snizh=0.438 mannwhitneyu_stat_snizh=32263.500, mannwhitneyu_p_snizh=0.438 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== MYI.L: wilcoxon_stat=15650.500, wilcoxon_p=0.803 mannwhitneyu_stat=31805.000, mannwhitneyu_p=0.452 wilcoxon_stat_rost=31805.000, wilcoxon_p_rost=0.452 mannwhitneyu_stat_rost=31805.000, mannwhitneyu_p_rost=0.452 wilcoxon_stat_snizh=31805.000, wilcoxon_p_snizh=0.548 mannwhitneyu_stat_snizh=31805.000, mannwhitneyu_p_snizh=0.548 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== NEX.L: wilcoxon_stat=15349.000, wilcoxon_p=0.539 mannwhitneyu_stat=30469.000, mannwhitneyu_p=0.175 wilcoxon_stat_rost=30469.000, wilcoxon_p_rost=0.175 mannwhitneyu_stat_rost=30469.000, mannwhitneyu_p_rost=0.175 wilcoxon_stat_snizh=30469.000, wilcoxon_p_snizh=0.825 mannwhitneyu_stat_snizh=30469.000, mannwhitneyu_p_snizh=0.825 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== NG.L: wilcoxon_stat=15633.000, wilcoxon_p=0.710 mannwhitneyu_stat=31009.000, mannwhitneyu_p=0.273 wilcoxon_stat_rost=31009.000, wilcoxon_p_rost=0.273 mannwhitneyu_stat_rost=31009.000, mannwhitneyu_p_rost=0.273 wilcoxon_stat_snizh=31009.000, wilcoxon_p_snizh=0.728 mannwhitneyu_stat_snizh=31009.000, mannwhitneyu_p_snizh=0.728 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== NRR.L: wilcoxon_stat=15421.000, wilcoxon_p=0.580 mannwhitneyu_stat=31444.000, mannwhitneyu_p=0.367 wilcoxon_stat_rost=31444.000, wilcoxon_p_rost=0.367 mannwhitneyu_stat_rost=31444.000, mannwhitneyu_p_rost=0.367 wilcoxon_stat_snizh=31444.000, wilcoxon_p_snizh=0.634 mannwhitneyu_stat_snizh=31444.000, mannwhitneyu_p_snizh=0.634 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== NXT.L: wilcoxon_stat=15643.000, wilcoxon_p=0.717 mannwhitneyu_stat=31306.000, mannwhitneyu_p=0.336 wilcoxon_stat_rost=32703.000, wilcoxon_p_rost=0.665 mannwhitneyu_stat_rost=32703.000, mannwhitneyu_p_rost=0.665 wilcoxon_stat_snizh=32703.000, wilcoxon_p_snizh=0.336 mannwhitneyu_stat_snizh=32703.000, mannwhitneyu_p_snizh=0.336 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== OCDO.L: wilcoxon_stat=14385.000, wilcoxon_p=0.149 mannwhitneyu_stat=29361.000, mannwhitneyu_p=0.054 wilcoxon_stat_rost=34648.000, wilcoxon_p_rost=0.946 mannwhitneyu_stat_rost=34648.000, mannwhitneyu_p_rost=0.946 wilcoxon_stat_snizh=34648.000, wilcoxon_p_snizh=0.054 mannwhitneyu_stat_snizh=34648.000, mannwhitneyu_p_snizh=0.054 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== OTB.L: wilcoxon_stat=15640.000, wilcoxon_p=0.715 mannwhitneyu_stat=30245.500, mannwhitneyu_p=0.142 wilcoxon_stat_rost=30245.500, wilcoxon_p_rost=0.142 mannwhitneyu_stat_rost=30245.500, mannwhitneyu_p_rost=0.142 wilcoxon_stat_snizh=30245.500, wilcoxon_p_snizh=0.858 mannwhitneyu_stat_snizh=30245.500, mannwhitneyu_p_snizh=0.858 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== OSB.L: wilcoxon_stat=15221.000, wilcoxon_p=0.469 mannwhitneyu_stat=30584.500, mannwhitneyu_p=0.194 wilcoxon_stat_rost=30584.500, wilcoxon_p_rost=0.194 mannwhitneyu_stat_rost=30584.500, mannwhitneyu_p_rost=0.194 wilcoxon_stat_snizh=30584.500, wilcoxon_p_snizh=0.806 mannwhitneyu_stat_snizh=30584.500, mannwhitneyu_p_snizh=0.806 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PAGE.L: wilcoxon_stat=14595.000, wilcoxon_p=0.207 mannwhitneyu_stat=30419.000, mannwhitneyu_p=0.168 wilcoxon_stat_rost=30419.000, wilcoxon_p_rost=0.168 mannwhitneyu_stat_rost=30419.000, mannwhitneyu_p_rost=0.168 wilcoxon_stat_snizh=30419.000, wilcoxon_p_snizh=0.833 mannwhitneyu_stat_snizh=30419.000, mannwhitneyu_p_snizh=0.833 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PIN.L: wilcoxon_stat=15416.500, wilcoxon_p=0.652 mannwhitneyu_stat=30349.500, mannwhitneyu_p=0.157 wilcoxon_stat_rost=30349.500, wilcoxon_p_rost=0.157 mannwhitneyu_stat_rost=30349.500, mannwhitneyu_p_rost=0.157 wilcoxon_stat_snizh=30349.500, wilcoxon_p_snizh=0.843 mannwhitneyu_stat_snizh=30349.500, mannwhitneyu_p_snizh=0.843 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PAG.L: wilcoxon_stat=15773.000, wilcoxon_p=0.802 mannwhitneyu_stat=31920.000, mannwhitneyu_p=0.480 wilcoxon_stat_rost=32089.000, wilcoxon_p_rost=0.521 mannwhitneyu_stat_rost=32089.000, mannwhitneyu_p_rost=0.521 wilcoxon_stat_snizh=32089.000, wilcoxon_p_snizh=0.480 mannwhitneyu_stat_snizh=32089.000, mannwhitneyu_p_snizh=0.480 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PSON.L: wilcoxon_stat=15224.000, wilcoxon_p=0.470 mannwhitneyu_stat=31538.000, mannwhitneyu_p=0.388 wilcoxon_stat_rost=32471.000, wilcoxon_p_rost=0.612 mannwhitneyu_stat_rost=32471.000, mannwhitneyu_p_rost=0.612 wilcoxon_stat_snizh=32471.000, wilcoxon_p_snizh=0.388 mannwhitneyu_stat_snizh=32471.000, mannwhitneyu_p_snizh=0.388 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PNN.L: wilcoxon_stat=15543.000, wilcoxon_p=0.654 mannwhitneyu_stat=30684.500, mannwhitneyu_p=0.211 wilcoxon_stat_rost=30684.500, wilcoxon_p_rost=0.211 mannwhitneyu_stat_rost=30684.500, mannwhitneyu_p_rost=0.211 wilcoxon_stat_snizh=30684.500, wilcoxon_p_snizh=0.789 mannwhitneyu_stat_snizh=30684.500, mannwhitneyu_p_snizh=0.789 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PSH.L: wilcoxon_stat=15026.000, wilcoxon_p=0.431 mannwhitneyu_stat=30634.500, mannwhitneyu_p=0.202 wilcoxon_stat_rost=33374.500, wilcoxon_p_rost=0.798 mannwhitneyu_stat_rost=33374.500, mannwhitneyu_p_rost=0.798 wilcoxon_stat_snizh=33374.500, wilcoxon_p_snizh=0.202 mannwhitneyu_stat_snizh=33374.500, mannwhitneyu_p_snizh=0.202 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PSN.L: wilcoxon_stat=15663.000, wilcoxon_p=0.812 mannwhitneyu_stat=31463.500, mannwhitneyu_p=0.371 wilcoxon_stat_rost=32545.500, wilcoxon_p_rost=0.629 mannwhitneyu_stat_rost=32545.500, mannwhitneyu_p_rost=0.629 wilcoxon_stat_snizh=32545.500, wilcoxon_p_snizh=0.371 mannwhitneyu_stat_snizh=32545.500, mannwhitneyu_p_snizh=0.371 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PNL.L: wilcoxon_stat=15649.500, wilcoxon_p=0.887 mannwhitneyu_stat=31900.000, mannwhitneyu_p=0.475 wilcoxon_stat_rost=31900.000, wilcoxon_p_rost=0.475 mannwhitneyu_stat_rost=31900.000, mannwhitneyu_p_rost=0.475 wilcoxon_stat_snizh=31900.000, wilcoxon_p_snizh=0.525 mannwhitneyu_stat_snizh=31900.000, mannwhitneyu_p_snizh=0.525 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PFC.L: wilcoxon_stat=15214.000, wilcoxon_p=0.531 mannwhitneyu_stat=30231.000, mannwhitneyu_p=0.140 wilcoxon_stat_rost=30231.000, wilcoxon_p_rost=0.140 mannwhitneyu_stat_rost=30231.000, mannwhitneyu_p_rost=0.140 wilcoxon_stat_snizh=30231.000, wilcoxon_p_snizh=0.860 mannwhitneyu_stat_snizh=30231.000, mannwhitneyu_p_snizh=0.860 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PHNX.L: wilcoxon_stat=15732.000, wilcoxon_p=0.858 mannwhitneyu_stat=31996.500, mannwhitneyu_p=0.498 wilcoxon_stat_rost=32012.500, wilcoxon_p_rost=0.502 mannwhitneyu_stat_rost=32012.500, mannwhitneyu_p_rost=0.502 wilcoxon_stat_snizh=32012.500, wilcoxon_p_snizh=0.498 mannwhitneyu_stat_snizh=32012.500, mannwhitneyu_p_snizh=0.498 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PTEC.L: wilcoxon_stat=16004.000, wilcoxon_p=0.958 mannwhitneyu_stat=31553.500, mannwhitneyu_p=0.392 wilcoxon_stat_rost=31553.500, wilcoxon_p_rost=0.392 mannwhitneyu_stat_rost=31553.500, mannwhitneyu_p_rost=0.392 wilcoxon_stat_snizh=31553.500, wilcoxon_p_snizh=0.608 mannwhitneyu_stat_snizh=31553.500, mannwhitneyu_p_snizh=0.608 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PLUS.L: wilcoxon_stat=15221.000, wilcoxon_p=0.469 mannwhitneyu_stat=31180.000, mannwhitneyu_p=0.308 wilcoxon_stat_rost=32829.000, wilcoxon_p_rost=0.692 mannwhitneyu_stat_rost=32829.000, mannwhitneyu_p_rost=0.692 wilcoxon_stat_snizh=32829.000, wilcoxon_p_snizh=0.308 mannwhitneyu_stat_snizh=32829.000, mannwhitneyu_p_snizh=0.308 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PCT.L: wilcoxon_stat=14984.000, wilcoxon_p=0.410 mannwhitneyu_stat=30370.500, mannwhitneyu_p=0.160 wilcoxon_stat_rost=33638.500, wilcoxon_p_rost=0.840 mannwhitneyu_stat_rost=33638.500, mannwhitneyu_p_rost=0.840 wilcoxon_stat_snizh=33638.500, wilcoxon_p_snizh=0.160 mannwhitneyu_stat_snizh=33638.500, mannwhitneyu_p_snizh=0.160 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== POLY.L: wilcoxon_stat=14250.000, wilcoxon_p=0.119 mannwhitneyu_stat=29137.500, mannwhitneyu_p=0.041 wilcoxon_stat_rost=34871.500, wilcoxon_p_rost=0.959 mannwhitneyu_stat_rost=34871.500, mannwhitneyu_p_rost=0.959 wilcoxon_stat_snizh=34871.500, wilcoxon_p_snizh=0.041 mannwhitneyu_stat_snizh=34871.500, mannwhitneyu_p_snizh=0.041 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably different distributions ================================================================== PHP.L: wilcoxon_stat=15935.000, wilcoxon_p=0.997 mannwhitneyu_stat=31546.000, mannwhitneyu_p=0.390 wilcoxon_stat_rost=31546.000, wilcoxon_p_rost=0.390 mannwhitneyu_stat_rost=31546.000, mannwhitneyu_p_rost=0.390 wilcoxon_stat_snizh=31546.000, wilcoxon_p_snizh=0.610 mannwhitneyu_stat_snizh=31546.000, mannwhitneyu_p_snizh=0.610 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PFG.L: wilcoxon_stat=14432.000, wilcoxon_p=0.161 mannwhitneyu_stat=28842.000, mannwhitneyu_p=0.027 wilcoxon_stat_rost=28842.000, wilcoxon_p_rost=0.027 mannwhitneyu_stat_rost=28842.000, mannwhitneyu_p_rost=0.027 wilcoxon_stat_snizh=28842.000, wilcoxon_p_snizh=0.973 mannwhitneyu_stat_snizh=28842.000, mannwhitneyu_p_snizh=0.973 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PRU.L: wilcoxon_stat=15959.000, wilcoxon_p=0.927 mannwhitneyu_stat=31321.500, mannwhitneyu_p=0.339 wilcoxon_stat_rost=31321.500, wilcoxon_p_rost=0.339 mannwhitneyu_stat_rost=31321.500, mannwhitneyu_p_rost=0.339 wilcoxon_stat_snizh=31321.500, wilcoxon_p_snizh=0.661 mannwhitneyu_stat_snizh=31321.500, mannwhitneyu_p_snizh=0.661 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== PZC.L: wilcoxon_stat=15355.500, wilcoxon_p=0.614 mannwhitneyu_stat=31666.500, mannwhitneyu_p=0.419 wilcoxon_stat_rost=32342.500, wilcoxon_p_rost=0.582 mannwhitneyu_stat_rost=32342.500, mannwhitneyu_p_rost=0.582 wilcoxon_stat_snizh=32342.500, wilcoxon_p_snizh=0.419 mannwhitneyu_stat_snizh=32342.500, mannwhitneyu_p_snizh=0.419 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== QQ.L: wilcoxon_stat=15776.000, wilcoxon_p=0.804 mannwhitneyu_stat=31229.000, mannwhitneyu_p=0.319 wilcoxon_stat_rost=31229.000, wilcoxon_p_rost=0.319 mannwhitneyu_stat_rost=31229.000, mannwhitneyu_p_rost=0.319 wilcoxon_stat_snizh=31229.000, wilcoxon_p_snizh=0.681 mannwhitneyu_stat_snizh=31229.000, mannwhitneyu_p_snizh=0.681 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== QLT.L: wilcoxon_stat=15539.000, wilcoxon_p=0.651 mannwhitneyu_stat=31598.500, mannwhitneyu_p=0.403 wilcoxon_stat_rost=32410.500, wilcoxon_p_rost=0.598 mannwhitneyu_stat_rost=32410.500, mannwhitneyu_p_rost=0.598 wilcoxon_stat_snizh=32410.500, wilcoxon_p_snizh=0.403 mannwhitneyu_stat_snizh=32410.500, mannwhitneyu_p_snizh=0.403 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== RNK.L: wilcoxon_stat=14121.000, wilcoxon_p=0.117 mannwhitneyu_stat=30123.500, mannwhitneyu_p=0.126 wilcoxon_stat_rost=30123.500, wilcoxon_p_rost=0.126 mannwhitneyu_stat_rost=30123.500, mannwhitneyu_p_rost=0.126 wilcoxon_stat_snizh=30123.500, wilcoxon_p_snizh=0.874 mannwhitneyu_stat_snizh=30123.500, mannwhitneyu_p_snizh=0.874 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== RAT.L: wilcoxon_stat=14113.000, wilcoxon_p=0.115 mannwhitneyu_stat=28529.500, mannwhitneyu_p=0.017 wilcoxon_stat_rost=28529.500, wilcoxon_p_rost=0.017 mannwhitneyu_stat_rost=28529.500, mannwhitneyu_p_rost=0.017 wilcoxon_stat_snizh=28529.500, wilcoxon_p_snizh=0.983 mannwhitneyu_stat_snizh=28529.500, mannwhitneyu_p_snizh=0.983 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== RDW.L: wilcoxon_stat=15329.000, wilcoxon_p=0.598 mannwhitneyu_stat=31518.000, mannwhitneyu_p=0.384 wilcoxon_stat_rost=31518.000, wilcoxon_p_rost=0.384 mannwhitneyu_stat_rost=31518.000, mannwhitneyu_p_rost=0.384 wilcoxon_stat_snizh=31518.000, wilcoxon_p_snizh=0.616 mannwhitneyu_stat_snizh=31518.000, mannwhitneyu_p_snizh=0.616 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== REL.L: wilcoxon_stat=15227.500, wilcoxon_p=0.472 mannwhitneyu_stat=29978.500, mannwhitneyu_p=0.109 wilcoxon_stat_rost=29978.500, wilcoxon_p_rost=0.109 mannwhitneyu_stat_rost=29978.500, mannwhitneyu_p_rost=0.109 wilcoxon_stat_snizh=29978.500, wilcoxon_p_snizh=0.891 mannwhitneyu_stat_snizh=29978.500, mannwhitneyu_p_snizh=0.891 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TRIG.L: wilcoxon_stat=14869.000, wilcoxon_p=0.542 mannwhitneyu_stat=31438.000, mannwhitneyu_p=0.365 wilcoxon_stat_rost=31438.000, wilcoxon_p_rost=0.365 mannwhitneyu_stat_rost=31438.000, mannwhitneyu_p_rost=0.365 wilcoxon_stat_snizh=31438.000, wilcoxon_p_snizh=0.635 mannwhitneyu_stat_snizh=31438.000, mannwhitneyu_p_snizh=0.635 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== RSW.L: wilcoxon_stat=14467.000, wilcoxon_p=0.204 mannwhitneyu_stat=30085.000, mannwhitneyu_p=0.122 wilcoxon_stat_rost=33924.000, wilcoxon_p_rost=0.879 mannwhitneyu_stat_rost=33924.000, mannwhitneyu_p_rost=0.879 wilcoxon_stat_snizh=33924.000, wilcoxon_p_snizh=0.122 mannwhitneyu_stat_snizh=33924.000, mannwhitneyu_p_snizh=0.122 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== RTO.L: wilcoxon_stat=15638.000, wilcoxon_p=0.714 mannwhitneyu_stat=31376.000, mannwhitneyu_p=0.351 wilcoxon_stat_rost=32633.000, wilcoxon_p_rost=0.649 mannwhitneyu_stat_rost=32633.000, mannwhitneyu_p_rost=0.649 wilcoxon_stat_snizh=32633.000, wilcoxon_p_snizh=0.351 mannwhitneyu_stat_snizh=32633.000, mannwhitneyu_p_snizh=0.351 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== RHIM.L: wilcoxon_stat=15949.000, wilcoxon_p=0.920 mannwhitneyu_stat=31702.500, mannwhitneyu_p=0.427 wilcoxon_stat_rost=32306.500, wilcoxon_p_rost=0.573 mannwhitneyu_stat_rost=32306.500, mannwhitneyu_p_rost=0.573 wilcoxon_stat_snizh=32306.500, wilcoxon_p_snizh=0.427 mannwhitneyu_stat_snizh=32306.500, mannwhitneyu_p_snizh=0.427 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== RMV.L: wilcoxon_stat=15669.000, wilcoxon_p=0.734 mannwhitneyu_stat=31609.000, mannwhitneyu_p=0.405 wilcoxon_stat_rost=31609.000, wilcoxon_p_rost=0.405 mannwhitneyu_stat_rost=31609.000, mannwhitneyu_p_rost=0.405 wilcoxon_stat_snizh=31609.000, wilcoxon_p_snizh=0.595 mannwhitneyu_stat_snizh=31609.000, mannwhitneyu_p_snizh=0.595 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== RIO.L: wilcoxon_stat=15609.000, wilcoxon_p=0.695 mannwhitneyu_stat=30681.000, mannwhitneyu_p=0.211 wilcoxon_stat_rost=33328.000, wilcoxon_p_rost=0.790 mannwhitneyu_stat_rost=33328.000, mannwhitneyu_p_rost=0.790 wilcoxon_stat_snizh=33328.000, wilcoxon_p_snizh=0.211 mannwhitneyu_stat_snizh=33328.000, mannwhitneyu_p_snizh=0.211 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== RCP.L: wilcoxon_stat=14323.500, wilcoxon_p=0.324 mannwhitneyu_stat=29954.500, mannwhitneyu_p=0.106 wilcoxon_stat_rost=29954.500, wilcoxon_p_rost=0.106 mannwhitneyu_stat_rost=29954.500, mannwhitneyu_p_rost=0.106 wilcoxon_stat_snizh=29954.500, wilcoxon_p_snizh=0.894 mannwhitneyu_stat_snizh=29954.500, mannwhitneyu_p_snizh=0.894 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== RSE.L: wilcoxon_stat=14427.000, wilcoxon_p=0.192 mannwhitneyu_stat=30530.500, mannwhitneyu_p=0.185 wilcoxon_stat_rost=30530.500, wilcoxon_p_rost=0.185 mannwhitneyu_stat_rost=30530.500, mannwhitneyu_p_rost=0.185 wilcoxon_stat_snizh=30530.500, wilcoxon_p_snizh=0.815 mannwhitneyu_stat_snizh=30530.500, mannwhitneyu_p_snizh=0.815 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== RR.L: wilcoxon_stat=14593.000, wilcoxon_p=0.206 mannwhitneyu_stat=28571.000, mannwhitneyu_p=0.018 wilcoxon_stat_rost=28571.000, wilcoxon_p_rost=0.018 mannwhitneyu_stat_rost=28571.000, mannwhitneyu_p_rost=0.018 wilcoxon_stat_snizh=28571.000, wilcoxon_p_snizh=0.982 mannwhitneyu_stat_snizh=28571.000, mannwhitneyu_p_snizh=0.982 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ROR.L: wilcoxon_stat=15991.000, wilcoxon_p=0.949 mannwhitneyu_stat=31836.000, mannwhitneyu_p=0.459 wilcoxon_stat_rost=31836.000, wilcoxon_p_rost=0.459 mannwhitneyu_stat_rost=31836.000, mannwhitneyu_p_rost=0.459 wilcoxon_stat_snizh=31836.000, wilcoxon_p_snizh=0.541 mannwhitneyu_stat_snizh=31836.000, mannwhitneyu_p_snizh=0.541 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== RMG.L: wilcoxon_stat=16054.000, wilcoxon_p=0.992 mannwhitneyu_stat=31802.000, mannwhitneyu_p=0.451 wilcoxon_stat_rost=31802.000, wilcoxon_p_rost=0.451 mannwhitneyu_stat_rost=31802.000, mannwhitneyu_p_rost=0.451 wilcoxon_stat_snizh=31802.000, wilcoxon_p_snizh=0.549 mannwhitneyu_stat_snizh=31802.000, mannwhitneyu_p_snizh=0.549 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SAFE.L: wilcoxon_stat=14711.000, wilcoxon_p=0.245 mannwhitneyu_stat=29663.000, mannwhitneyu_p=0.077 wilcoxon_stat_rost=29663.000, wilcoxon_p_rost=0.077 mannwhitneyu_stat_rost=29663.000, mannwhitneyu_p_rost=0.077 wilcoxon_stat_snizh=29663.000, wilcoxon_p_snizh=0.923 mannwhitneyu_stat_snizh=29663.000, mannwhitneyu_p_snizh=0.923 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SAGA.L: wilcoxon_stat=13908.000, wilcoxon_p=0.064 mannwhitneyu_stat=28797.000, mannwhitneyu_p=0.026 wilcoxon_stat_rost=28797.000, wilcoxon_p_rost=0.026 mannwhitneyu_stat_rost=28797.000, mannwhitneyu_p_rost=0.026 wilcoxon_stat_snizh=28797.000, wilcoxon_p_snizh=0.974 mannwhitneyu_stat_snizh=28797.000, mannwhitneyu_p_snizh=0.974 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SGE.L: wilcoxon_stat=15422.000, wilcoxon_p=0.581 mannwhitneyu_stat=30912.500, mannwhitneyu_p=0.253 wilcoxon_stat_rost=30912.500, wilcoxon_p_rost=0.253 mannwhitneyu_stat_rost=30912.500, mannwhitneyu_p_rost=0.253 wilcoxon_stat_snizh=30912.500, wilcoxon_p_snizh=0.747 mannwhitneyu_stat_snizh=30912.500, mannwhitneyu_p_snizh=0.747 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SBRY.L: wilcoxon_stat=15883.000, wilcoxon_p=0.876 mannwhitneyu_stat=31630.000, mannwhitneyu_p=0.410 wilcoxon_stat_rost=31630.000, wilcoxon_p_rost=0.410 mannwhitneyu_stat_rost=31630.000, mannwhitneyu_p_rost=0.410 wilcoxon_stat_snizh=31630.000, wilcoxon_p_snizh=0.590 mannwhitneyu_stat_snizh=31630.000, mannwhitneyu_p_snizh=0.590 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SNN.L: wilcoxon_stat=15145.000, wilcoxon_p=0.493 mannwhitneyu_stat=30950.000, mannwhitneyu_p=0.261 wilcoxon_stat_rost=30950.000, wilcoxon_p_rost=0.261 mannwhitneyu_stat_rost=30950.000, mannwhitneyu_p_rost=0.261 wilcoxon_stat_snizh=30950.000, wilcoxon_p_snizh=0.740 mannwhitneyu_stat_snizh=30950.000, mannwhitneyu_p_snizh=0.740 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SVS.L: wilcoxon_stat=14667.000, wilcoxon_p=0.230 mannwhitneyu_stat=30288.500, mannwhitneyu_p=0.148 wilcoxon_stat_rost=30288.500, wilcoxon_p_rost=0.148 mannwhitneyu_stat_rost=30288.500, mannwhitneyu_p_rost=0.148 wilcoxon_stat_snizh=30288.500, wilcoxon_p_snizh=0.852 mannwhitneyu_stat_snizh=30288.500, mannwhitneyu_p_snizh=0.852 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SDP.L: wilcoxon_stat=14352.000, wilcoxon_p=0.171 mannwhitneyu_stat=29272.500, mannwhitneyu_p=0.048 wilcoxon_stat_rost=34736.500, wilcoxon_p_rost=0.952 mannwhitneyu_stat_rost=34736.500, mannwhitneyu_p_rost=0.952 wilcoxon_stat_snizh=34736.500, wilcoxon_p_snizh=0.048 mannwhitneyu_stat_snizh=34736.500, mannwhitneyu_p_snizh=0.048 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably different distributions ================================================================== SDR.L: wilcoxon_stat=15739.000, wilcoxon_p=0.779 mannwhitneyu_stat=31961.000, mannwhitneyu_p=0.490 wilcoxon_stat_rost=32048.000, wilcoxon_p_rost=0.511 mannwhitneyu_stat_rost=32048.000, mannwhitneyu_p_rost=0.511 wilcoxon_stat_snizh=32048.000, wilcoxon_p_snizh=0.490 mannwhitneyu_stat_snizh=32048.000, mannwhitneyu_p_snizh=0.490 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SCIN.L: wilcoxon_stat=14895.000, wilcoxon_p=0.367 mannwhitneyu_stat=30256.500, mannwhitneyu_p=0.144 wilcoxon_stat_rost=30256.500, wilcoxon_p_rost=0.144 mannwhitneyu_stat_rost=30256.500, mannwhitneyu_p_rost=0.144 wilcoxon_stat_snizh=30256.500, wilcoxon_p_snizh=0.856 mannwhitneyu_stat_snizh=30256.500, mannwhitneyu_p_snizh=0.856 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SMT.L: wilcoxon_stat=13931.000, wilcoxon_p=0.083 mannwhitneyu_stat=29396.500, mannwhitneyu_p=0.056 wilcoxon_stat_rost=34612.500, wilcoxon_p_rost=0.944 mannwhitneyu_stat_rost=34612.500, mannwhitneyu_p_rost=0.944 wilcoxon_stat_snizh=34612.500, wilcoxon_p_snizh=0.056 mannwhitneyu_stat_snizh=34612.500, mannwhitneyu_p_snizh=0.056 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably different distributions mannwhitneyu_snizh probably the same distribution ================================================================== SGRO.L: wilcoxon_stat=15225.000, wilcoxon_p=0.471 mannwhitneyu_stat=29978.000, mannwhitneyu_p=0.109 wilcoxon_stat_rost=29978.000, wilcoxon_p_rost=0.109 mannwhitneyu_stat_rost=29978.000, mannwhitneyu_p_rost=0.109 wilcoxon_stat_snizh=29978.000, wilcoxon_p_snizh=0.891 mannwhitneyu_stat_snizh=29978.000, mannwhitneyu_p_snizh=0.891 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SNR.L: wilcoxon_stat=14522.000, wilcoxon_p=0.185 mannwhitneyu_stat=29217.000, mannwhitneyu_p=0.045 wilcoxon_stat_rost=29217.000, wilcoxon_p_rost=0.045 mannwhitneyu_stat_rost=29217.000, mannwhitneyu_p_rost=0.045 wilcoxon_stat_snizh=29217.000, wilcoxon_p_snizh=0.955 mannwhitneyu_stat_snizh=29217.000, mannwhitneyu_p_snizh=0.955 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SEQI.L: wilcoxon_stat=14265.000, wilcoxon_p=0.470 mannwhitneyu_stat=30738.000, mannwhitneyu_p=0.220 wilcoxon_stat_rost=33271.000, wilcoxon_p_rost=0.780 mannwhitneyu_stat_rost=33271.000, mannwhitneyu_p_rost=0.780 wilcoxon_stat_snizh=33271.000, wilcoxon_p_snizh=0.220 mannwhitneyu_stat_snizh=33271.000, mannwhitneyu_p_snizh=0.220 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SRP.L: wilcoxon_stat=15111.000, wilcoxon_p=0.413 mannwhitneyu_stat=30189.500, mannwhitneyu_p=0.135 wilcoxon_stat_rost=30189.500, wilcoxon_p_rost=0.135 mannwhitneyu_stat_rost=30189.500, mannwhitneyu_p_rost=0.135 wilcoxon_stat_snizh=30189.500, wilcoxon_p_snizh=0.865 mannwhitneyu_stat_snizh=30189.500, mannwhitneyu_p_snizh=0.865 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SVT.L: wilcoxon_stat=14970.000, wilcoxon_p=0.347 mannwhitneyu_stat=29841.000, mannwhitneyu_p=0.094 wilcoxon_stat_rost=29841.000, wilcoxon_p_rost=0.094 mannwhitneyu_stat_rost=29841.000, mannwhitneyu_p_rost=0.094 wilcoxon_stat_snizh=29841.000, wilcoxon_p_snizh=0.906 mannwhitneyu_stat_snizh=29841.000, mannwhitneyu_p_snizh=0.906 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SHB.L: wilcoxon_stat=14947.000, wilcoxon_p=0.337 mannwhitneyu_stat=30575.000, mannwhitneyu_p=0.192 wilcoxon_stat_rost=30575.000, wilcoxon_p_rost=0.192 mannwhitneyu_stat_rost=30575.000, mannwhitneyu_p_rost=0.192 wilcoxon_stat_snizh=30575.000, wilcoxon_p_snizh=0.808 mannwhitneyu_stat_snizh=30575.000, mannwhitneyu_p_snizh=0.808 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SHI.L: wilcoxon_stat=13770.000, wilcoxon_p=0.049 mannwhitneyu_stat=28267.500, mannwhitneyu_p=0.012 wilcoxon_stat_rost=28267.500, wilcoxon_p_rost=0.012 mannwhitneyu_stat_rost=28267.500, mannwhitneyu_p_rost=0.012 wilcoxon_stat_snizh=28267.500, wilcoxon_p_snizh=0.988 mannwhitneyu_stat_snizh=28267.500, mannwhitneyu_p_snizh=0.988 wilcoxon probably different distributions mannwhitneyu probably different distributions wilcoxo_rostn probably different distributions mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SN.L: wilcoxon_stat=15516.000, wilcoxon_p=0.637 mannwhitneyu_stat=31416.500, mannwhitneyu_p=0.360 wilcoxon_stat_rost=31416.500, wilcoxon_p_rost=0.360 mannwhitneyu_stat_rost=31416.500, mannwhitneyu_p_rost=0.360 wilcoxon_stat_snizh=31416.500, wilcoxon_p_snizh=0.640 mannwhitneyu_stat_snizh=31416.500, mannwhitneyu_p_snizh=0.640 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SMDS.L: wilcoxon_stat=15991.000, wilcoxon_p=0.949 mannwhitneyu_stat=31473.000, mannwhitneyu_p=0.373 wilcoxon_stat_rost=31473.000, wilcoxon_p_rost=0.373 mannwhitneyu_stat_rost=31473.000, mannwhitneyu_p_rost=0.373 wilcoxon_stat_snizh=31473.000, wilcoxon_p_snizh=0.627 mannwhitneyu_stat_snizh=31473.000, mannwhitneyu_p_snizh=0.627 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SMIN.L: wilcoxon_stat=15409.000, wilcoxon_p=0.573 mannwhitneyu_stat=31704.500, mannwhitneyu_p=0.428 wilcoxon_stat_rost=31704.500, wilcoxon_p_rost=0.428 mannwhitneyu_stat_rost=31704.500, mannwhitneyu_p_rost=0.428 wilcoxon_stat_snizh=31704.500, wilcoxon_p_snizh=0.572 mannwhitneyu_stat_snizh=31704.500, mannwhitneyu_p_snizh=0.572 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SKG.L: wilcoxon_stat=15888.000, wilcoxon_p=0.879 mannwhitneyu_stat=31838.500, mannwhitneyu_p=0.460 wilcoxon_stat_rost=32170.500, wilcoxon_p_rost=0.540 mannwhitneyu_stat_rost=32170.500, mannwhitneyu_p_rost=0.540 wilcoxon_stat_snizh=32170.500, wilcoxon_p_snizh=0.460 mannwhitneyu_stat_snizh=32170.500, mannwhitneyu_p_snizh=0.460 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SCT.L: wilcoxon_stat=15500.000, wilcoxon_p=0.627 mannwhitneyu_stat=30797.000, mannwhitneyu_p=0.231 wilcoxon_stat_rost=33212.000, wilcoxon_p_rost=0.769 mannwhitneyu_stat_rost=33212.000, mannwhitneyu_p_rost=0.769 wilcoxon_stat_snizh=33212.000, wilcoxon_p_snizh=0.231 mannwhitneyu_stat_snizh=33212.000, mannwhitneyu_p_snizh=0.231 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SXS.L: wilcoxon_stat=15434.000, wilcoxon_p=0.588 mannwhitneyu_stat=30738.000, mannwhitneyu_p=0.221 wilcoxon_stat_rost=30738.000, wilcoxon_p_rost=0.221 mannwhitneyu_stat_rost=30738.000, mannwhitneyu_p_rost=0.221 wilcoxon_stat_snizh=30738.000, wilcoxon_p_snizh=0.779 mannwhitneyu_stat_snizh=30738.000, mannwhitneyu_p_snizh=0.779 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SPX.L: wilcoxon_stat=15588.000, wilcoxon_p=0.682 mannwhitneyu_stat=31464.500, mannwhitneyu_p=0.371 wilcoxon_stat_rost=31464.500, wilcoxon_p_rost=0.371 mannwhitneyu_stat_rost=31464.500, mannwhitneyu_p_rost=0.371 wilcoxon_stat_snizh=31464.500, wilcoxon_p_snizh=0.629 mannwhitneyu_stat_snizh=31464.500, mannwhitneyu_p_snizh=0.629 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SPI.L: wilcoxon_stat=15846.000, wilcoxon_p=0.936 mannwhitneyu_stat=31820.000, mannwhitneyu_p=0.455 wilcoxon_stat_rost=31820.000, wilcoxon_p_rost=0.455 mannwhitneyu_stat_rost=31820.000, mannwhitneyu_p_rost=0.455 wilcoxon_stat_snizh=31820.000, wilcoxon_p_snizh=0.545 mannwhitneyu_stat_snizh=31820.000, mannwhitneyu_p_snizh=0.545 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SPT.L: wilcoxon_stat=15767.000, wilcoxon_p=0.798 mannwhitneyu_stat=31762.500, mannwhitneyu_p=0.442 wilcoxon_stat_rost=32246.500, wilcoxon_p_rost=0.559 mannwhitneyu_stat_rost=32246.500, mannwhitneyu_p_rost=0.559 wilcoxon_stat_snizh=32246.500, wilcoxon_p_snizh=0.442 mannwhitneyu_stat_snizh=32246.500, mannwhitneyu_p_snizh=0.442 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SSE.L: wilcoxon_stat=15164.000, wilcoxon_p=0.439 mannwhitneyu_stat=30586.500, mannwhitneyu_p=0.194 wilcoxon_stat_rost=33422.500, wilcoxon_p_rost=0.806 mannwhitneyu_stat_rost=33422.500, mannwhitneyu_p_rost=0.806 wilcoxon_stat_snizh=33422.500, wilcoxon_p_snizh=0.194 mannwhitneyu_stat_snizh=33422.500, mannwhitneyu_p_snizh=0.194 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SSPG.L: wilcoxon_stat=14909.000, wilcoxon_p=0.321 mannwhitneyu_stat=30062.000, mannwhitneyu_p=0.119 wilcoxon_stat_rost=30062.000, wilcoxon_p_rost=0.119 mannwhitneyu_stat_rost=30062.000, mannwhitneyu_p_rost=0.119 wilcoxon_stat_snizh=30062.000, wilcoxon_p_snizh=0.881 mannwhitneyu_stat_snizh=30062.000, mannwhitneyu_p_snizh=0.881 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== STJ.L: wilcoxon_stat=15401.000, wilcoxon_p=0.568 mannwhitneyu_stat=30346.500, mannwhitneyu_p=0.157 wilcoxon_stat_rost=30346.500, wilcoxon_p_rost=0.157 mannwhitneyu_stat_rost=30346.500, mannwhitneyu_p_rost=0.157 wilcoxon_stat_snizh=30346.500, wilcoxon_p_snizh=0.843 mannwhitneyu_stat_snizh=30346.500, mannwhitneyu_p_snizh=0.843 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SGC.L: wilcoxon_stat=15028.000, wilcoxon_p=0.373 mannwhitneyu_stat=30650.500, mannwhitneyu_p=0.205 wilcoxon_stat_rost=30650.500, wilcoxon_p_rost=0.205 mannwhitneyu_stat_rost=30650.500, mannwhitneyu_p_rost=0.205 wilcoxon_stat_snizh=30650.500, wilcoxon_p_snizh=0.795 mannwhitneyu_stat_snizh=30650.500, mannwhitneyu_p_snizh=0.795 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== STAN.L: wilcoxon_stat=15496.000, wilcoxon_p=0.625 mannwhitneyu_stat=30486.000, mannwhitneyu_p=0.178 wilcoxon_stat_rost=30486.000, wilcoxon_p_rost=0.178 mannwhitneyu_stat_rost=30486.000, mannwhitneyu_p_rost=0.178 wilcoxon_stat_snizh=30486.000, wilcoxon_p_snizh=0.822 mannwhitneyu_stat_snizh=30486.000, mannwhitneyu_p_snizh=0.822 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SDRY.L: wilcoxon_stat=16014.000, wilcoxon_p=0.965 mannwhitneyu_stat=31360.000, mannwhitneyu_p=0.348 wilcoxon_stat_rost=31360.000, wilcoxon_p_rost=0.348 mannwhitneyu_stat_rost=31360.000, mannwhitneyu_p_rost=0.348 wilcoxon_stat_snizh=31360.000, wilcoxon_p_snizh=0.653 mannwhitneyu_stat_snizh=31360.000, mannwhitneyu_p_snizh=0.653 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SYNC.L: wilcoxon_stat=15125.000, wilcoxon_p=0.420 mannwhitneyu_stat=30880.500, mannwhitneyu_p=0.247 wilcoxon_stat_rost=33128.500, wilcoxon_p_rost=0.753 mannwhitneyu_stat_rost=33128.500, mannwhitneyu_p_rost=0.753 wilcoxon_stat_snizh=33128.500, wilcoxon_p_snizh=0.247 mannwhitneyu_stat_snizh=33128.500, mannwhitneyu_p_snizh=0.247 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SYNT.L: wilcoxon_stat=15384.000, wilcoxon_p=0.559 mannwhitneyu_stat=31617.500, mannwhitneyu_p=0.407 wilcoxon_stat_rost=32391.500, wilcoxon_p_rost=0.593 mannwhitneyu_stat_rost=32391.500, mannwhitneyu_p_rost=0.593 wilcoxon_stat_snizh=32391.500, wilcoxon_p_snizh=0.407 mannwhitneyu_stat_snizh=32391.500, mannwhitneyu_p_snizh=0.407 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TATE.L: wilcoxon_stat=15968.000, wilcoxon_p=0.933 mannwhitneyu_stat=31028.500, mannwhitneyu_p=0.277 wilcoxon_stat_rost=32980.500, wilcoxon_p_rost=0.724 mannwhitneyu_stat_rost=32980.500, mannwhitneyu_p_rost=0.724 wilcoxon_stat_snizh=32980.500, wilcoxon_p_snizh=0.277 mannwhitneyu_stat_snizh=32980.500, mannwhitneyu_p_snizh=0.277 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TW.L: wilcoxon_stat=15808.000, wilcoxon_p=0.825 mannwhitneyu_stat=31561.000, mannwhitneyu_p=0.394 wilcoxon_stat_rost=31561.000, wilcoxon_p_rost=0.394 mannwhitneyu_stat_rost=31561.000, mannwhitneyu_p_rost=0.394 wilcoxon_stat_snizh=31561.000, wilcoxon_p_snizh=0.606 mannwhitneyu_stat_snizh=31561.000, mannwhitneyu_p_snizh=0.606 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TBCG.L: wilcoxon_stat=15117.000, wilcoxon_p=0.416 mannwhitneyu_stat=30919.000, mannwhitneyu_p=0.255 wilcoxon_stat_rost=30919.000, wilcoxon_p_rost=0.255 mannwhitneyu_stat_rost=30919.000, mannwhitneyu_p_rost=0.255 wilcoxon_stat_snizh=30919.000, wilcoxon_p_snizh=0.746 mannwhitneyu_stat_snizh=30919.000, mannwhitneyu_p_snizh=0.746 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TED.L: wilcoxon_stat=14784.000, wilcoxon_p=0.271 mannwhitneyu_stat=29538.500, mannwhitneyu_p=0.067 wilcoxon_stat_rost=29538.500, wilcoxon_p_rost=0.067 mannwhitneyu_stat_rost=29538.500, mannwhitneyu_p_rost=0.067 wilcoxon_stat_snizh=29538.500, wilcoxon_p_snizh=0.933 mannwhitneyu_stat_snizh=29538.500, mannwhitneyu_p_snizh=0.933 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TEP.L: wilcoxon_stat=15864.000, wilcoxon_p=0.863 mannwhitneyu_stat=31992.000, mannwhitneyu_p=0.497 wilcoxon_stat_rost=31992.000, wilcoxon_p_rost=0.497 mannwhitneyu_stat_rost=31992.000, mannwhitneyu_p_rost=0.497 wilcoxon_stat_snizh=31992.000, wilcoxon_p_snizh=0.503 mannwhitneyu_stat_snizh=31992.000, mannwhitneyu_p_snizh=0.503 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TMPL.L: wilcoxon_stat=14692.000, wilcoxon_p=0.282 mannwhitneyu_stat=29636.500, mannwhitneyu_p=0.075 wilcoxon_stat_rost=29636.500, wilcoxon_p_rost=0.075 mannwhitneyu_stat_rost=29636.500, mannwhitneyu_p_rost=0.075 wilcoxon_stat_snizh=29636.500, wilcoxon_p_snizh=0.925 mannwhitneyu_stat_snizh=29636.500, mannwhitneyu_p_snizh=0.925 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TEM.L: wilcoxon_stat=14861.500, wilcoxon_p=0.301 mannwhitneyu_stat=29782.000, mannwhitneyu_p=0.088 wilcoxon_stat_rost=34227.000, wilcoxon_p_rost=0.912 mannwhitneyu_stat_rost=34227.000, mannwhitneyu_p_rost=0.912 wilcoxon_stat_snizh=34227.000, wilcoxon_p_snizh=0.088 mannwhitneyu_stat_snizh=34227.000, mannwhitneyu_p_snizh=0.088 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TSCO.L: wilcoxon_stat=14829.000, wilcoxon_p=0.289 mannwhitneyu_stat=30246.000, mannwhitneyu_p=0.143 wilcoxon_stat_rost=30246.000, wilcoxon_p_rost=0.143 mannwhitneyu_stat_rost=30246.000, mannwhitneyu_p_rost=0.143 wilcoxon_stat_snizh=30246.000, wilcoxon_p_snizh=0.858 mannwhitneyu_stat_snizh=30246.000, mannwhitneyu_p_snizh=0.858 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TIFS.L: wilcoxon_stat=15843.000, wilcoxon_p=0.849 mannwhitneyu_stat=31838.000, mannwhitneyu_p=0.460 wilcoxon_stat_rost=32171.000, wilcoxon_p_rost=0.540 mannwhitneyu_stat_rost=32171.000, mannwhitneyu_p_rost=0.540 wilcoxon_stat_snizh=32171.000, wilcoxon_p_snizh=0.460 mannwhitneyu_stat_snizh=32171.000, mannwhitneyu_p_snizh=0.460 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TCAP.L: wilcoxon_stat=15519.000, wilcoxon_p=0.639 mannwhitneyu_stat=31443.500, mannwhitneyu_p=0.367 wilcoxon_stat_rost=31443.500, wilcoxon_p_rost=0.367 mannwhitneyu_stat_rost=31443.500, mannwhitneyu_p_rost=0.367 wilcoxon_stat_snizh=31443.500, wilcoxon_p_snizh=0.634 mannwhitneyu_stat_snizh=31443.500, mannwhitneyu_p_snizh=0.634 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TRY.L: wilcoxon_stat=15693.000, wilcoxon_p=0.749 mannwhitneyu_stat=31216.500, mannwhitneyu_p=0.316 wilcoxon_stat_rost=31216.500, wilcoxon_p_rost=0.316 mannwhitneyu_stat_rost=31216.500, mannwhitneyu_p_rost=0.316 wilcoxon_stat_snizh=31216.500, wilcoxon_p_snizh=0.684 mannwhitneyu_stat_snizh=31216.500, mannwhitneyu_p_snizh=0.684 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TPK.L: wilcoxon_stat=15877.000, wilcoxon_p=0.871 mannwhitneyu_stat=31835.000, mannwhitneyu_p=0.459 wilcoxon_stat_rost=32174.000, wilcoxon_p_rost=0.541 mannwhitneyu_stat_rost=32174.000, mannwhitneyu_p_rost=0.541 wilcoxon_stat_snizh=32174.000, wilcoxon_p_snizh=0.459 mannwhitneyu_stat_snizh=32174.000, mannwhitneyu_p_snizh=0.459 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== BBOX.L: wilcoxon_stat=14703.000, wilcoxon_p=0.242 mannwhitneyu_stat=30455.000, mannwhitneyu_p=0.173 wilcoxon_stat_rost=30455.000, wilcoxon_p_rost=0.173 mannwhitneyu_stat_rost=30455.000, mannwhitneyu_p_rost=0.173 wilcoxon_stat_snizh=30455.000, wilcoxon_p_snizh=0.827 mannwhitneyu_stat_snizh=30455.000, mannwhitneyu_p_snizh=0.827 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TUI.L: wilcoxon_stat=14967.000, wilcoxon_p=0.346 mannwhitneyu_stat=30172.500, mannwhitneyu_p=0.133 wilcoxon_stat_rost=30172.500, wilcoxon_p_rost=0.133 mannwhitneyu_stat_rost=30172.500, mannwhitneyu_p_rost=0.133 wilcoxon_stat_snizh=30172.500, wilcoxon_p_snizh=0.867 mannwhitneyu_stat_snizh=30172.500, mannwhitneyu_p_snizh=0.867 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== TLW.L: wilcoxon_stat=14359.000, wilcoxon_p=0.143 mannwhitneyu_stat=28783.500, mannwhitneyu_p=0.025 wilcoxon_stat_rost=28783.500, wilcoxon_p_rost=0.025 mannwhitneyu_stat_rost=28783.500, mannwhitneyu_p_rost=0.025 wilcoxon_stat_snizh=28783.500, wilcoxon_p_snizh=0.975 mannwhitneyu_stat_snizh=28783.500, mannwhitneyu_p_snizh=0.975 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== UKCM.L: wilcoxon_stat=15154.000, wilcoxon_p=0.567 mannwhitneyu_stat=31573.000, mannwhitneyu_p=0.397 wilcoxon_stat_rost=31573.000, wilcoxon_p_rost=0.397 mannwhitneyu_stat_rost=31573.000, mannwhitneyu_p_rost=0.397 wilcoxon_stat_snizh=31573.000, wilcoxon_p_snizh=0.604 mannwhitneyu_stat_snizh=31573.000, mannwhitneyu_p_snizh=0.604 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ULE.L: wilcoxon_stat=15365.000, wilcoxon_p=0.548 mannwhitneyu_stat=31283.000, mannwhitneyu_p=0.331 wilcoxon_stat_rost=31283.000, wilcoxon_p_rost=0.331 mannwhitneyu_stat_rost=31283.000, mannwhitneyu_p_rost=0.331 wilcoxon_stat_snizh=31283.000, wilcoxon_p_snizh=0.670 mannwhitneyu_stat_snizh=31283.000, mannwhitneyu_p_snizh=0.670 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== ULVR.L: wilcoxon_stat=15860.000, wilcoxon_p=0.860 mannwhitneyu_stat=31514.500, mannwhitneyu_p=0.383 wilcoxon_stat_rost=31514.500, wilcoxon_p_rost=0.383 mannwhitneyu_stat_rost=31514.500, mannwhitneyu_p_rost=0.383 wilcoxon_stat_snizh=31514.500, wilcoxon_p_snizh=0.617 mannwhitneyu_stat_snizh=31514.500, mannwhitneyu_p_snizh=0.617 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== UTG.L: wilcoxon_stat=15909.000, wilcoxon_p=0.893 mannwhitneyu_stat=30732.000, mannwhitneyu_p=0.220 wilcoxon_stat_rost=30732.000, wilcoxon_p_rost=0.220 mannwhitneyu_stat_rost=30732.000, mannwhitneyu_p_rost=0.220 wilcoxon_stat_snizh=30732.000, wilcoxon_p_snizh=0.781 mannwhitneyu_stat_snizh=30732.000, mannwhitneyu_p_snizh=0.781 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== UU.L: wilcoxon_stat=15478.000, wilcoxon_p=0.614 mannwhitneyu_stat=30807.000, mannwhitneyu_p=0.233 wilcoxon_stat_rost=30807.000, wilcoxon_p_rost=0.233 mannwhitneyu_stat_rost=30807.000, mannwhitneyu_p_rost=0.233 wilcoxon_stat_snizh=30807.000, wilcoxon_p_snizh=0.767 mannwhitneyu_stat_snizh=30807.000, mannwhitneyu_p_snizh=0.767 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== VSVS.L: wilcoxon_stat=15680.000, wilcoxon_p=0.741 mannwhitneyu_stat=31153.000, mannwhitneyu_p=0.302 wilcoxon_stat_rost=32856.000, wilcoxon_p_rost=0.698 mannwhitneyu_stat_rost=32856.000, mannwhitneyu_p_rost=0.698 wilcoxon_stat_snizh=32856.000, wilcoxon_p_snizh=0.302 mannwhitneyu_stat_snizh=32856.000, mannwhitneyu_p_snizh=0.302 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== VCT.L: wilcoxon_stat=15679.000, wilcoxon_p=0.740 mannwhitneyu_stat=31309.000, mannwhitneyu_p=0.336 wilcoxon_stat_rost=31309.000, wilcoxon_p_rost=0.336 mannwhitneyu_stat_rost=31309.000, mannwhitneyu_p_rost=0.336 wilcoxon_stat_snizh=31309.000, wilcoxon_p_snizh=0.664 mannwhitneyu_stat_snizh=31309.000, mannwhitneyu_p_snizh=0.664 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== VEIL.L: wilcoxon_stat=15165.500, wilcoxon_p=0.574 mannwhitneyu_stat=31671.000, mannwhitneyu_p=0.420 wilcoxon_stat_rost=31671.000, wilcoxon_p_rost=0.420 mannwhitneyu_stat_rost=31671.000, mannwhitneyu_p_rost=0.420 wilcoxon_stat_snizh=31671.000, wilcoxon_p_snizh=0.581 mannwhitneyu_stat_snizh=31671.000, mannwhitneyu_p_snizh=0.581 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== VOF.L: wilcoxon_stat=15693.000, wilcoxon_p=0.832 mannwhitneyu_stat=31810.500, mannwhitneyu_p=0.453 wilcoxon_stat_rost=32198.500, wilcoxon_p_rost=0.547 mannwhitneyu_stat_rost=32198.500, mannwhitneyu_p_rost=0.547 wilcoxon_stat_snizh=32198.500, wilcoxon_p_snizh=0.453 mannwhitneyu_stat_snizh=32198.500, mannwhitneyu_p_snizh=0.453 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== VVO.L: wilcoxon_stat=14602.000, wilcoxon_p=0.209 mannwhitneyu_stat=28490.500, mannwhitneyu_p=0.016 wilcoxon_stat_rost=28490.500, wilcoxon_p_rost=0.016 mannwhitneyu_stat_rost=28490.500, mannwhitneyu_p_rost=0.016 wilcoxon_stat_snizh=28490.500, wilcoxon_p_snizh=0.984 mannwhitneyu_stat_snizh=28490.500, mannwhitneyu_p_snizh=0.984 wilcoxon probably the same distribution mannwhitneyu probably different distributions wilcoxon_rost probably the same distribution mannwhitneyu_rost probably different distributions wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== VOD.L: wilcoxon_stat=15951.000, wilcoxon_p=0.922 mannwhitneyu_stat=31613.000, mannwhitneyu_p=0.406 wilcoxon_stat_rost=31613.000, wilcoxon_p_rost=0.406 mannwhitneyu_stat_rost=31613.000, mannwhitneyu_p_rost=0.406 wilcoxon_stat_snizh=31613.000, wilcoxon_p_snizh=0.594 mannwhitneyu_stat_snizh=31613.000, mannwhitneyu_p_snizh=0.594 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== WEIR.L: wilcoxon_stat=14858.000, wilcoxon_p=0.300 mannwhitneyu_stat=30258.000, mannwhitneyu_p=0.144 wilcoxon_stat_rost=33751.000, wilcoxon_p_rost=0.856 mannwhitneyu_stat_rost=33751.000, mannwhitneyu_p_rost=0.856 wilcoxon_stat_snizh=33751.000, wilcoxon_p_snizh=0.144 mannwhitneyu_stat_snizh=33751.000, mannwhitneyu_p_snizh=0.144 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== JDW.L: wilcoxon_stat=15825.000, wilcoxon_p=0.836 mannwhitneyu_stat=31469.000, mannwhitneyu_p=0.372 wilcoxon_stat_rost=31469.000, wilcoxon_p_rost=0.372 mannwhitneyu_stat_rost=31469.000, mannwhitneyu_p_rost=0.372 wilcoxon_stat_snizh=31469.000, wilcoxon_p_snizh=0.628 mannwhitneyu_stat_snizh=31469.000, mannwhitneyu_p_snizh=0.628 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== SMWH.L: wilcoxon_stat=14897.000, wilcoxon_p=0.316 mannwhitneyu_stat=30111.500, mannwhitneyu_p=0.125 wilcoxon_stat_rost=30111.500, wilcoxon_p_rost=0.125 mannwhitneyu_stat_rost=30111.500, mannwhitneyu_p_rost=0.125 wilcoxon_stat_snizh=30111.500, wilcoxon_p_snizh=0.875 mannwhitneyu_stat_snizh=30111.500, mannwhitneyu_p_snizh=0.875 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== WTB.L: wilcoxon_stat=15254.000, wilcoxon_p=0.486 mannwhitneyu_stat=31241.500, mannwhitneyu_p=0.321 wilcoxon_stat_rost=31241.500, wilcoxon_p_rost=0.321 mannwhitneyu_stat_rost=31241.500, mannwhitneyu_p_rost=0.321 wilcoxon_stat_snizh=31241.500, wilcoxon_p_snizh=0.679 mannwhitneyu_stat_snizh=31241.500, mannwhitneyu_p_snizh=0.679 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== WTAN.L: wilcoxon_stat=15785.000, wilcoxon_p=0.894 mannwhitneyu_stat=31615.000, mannwhitneyu_p=0.406 wilcoxon_stat_rost=32394.000, wilcoxon_p_rost=0.594 mannwhitneyu_stat_rost=32394.000, mannwhitneyu_p_rost=0.594 wilcoxon_stat_snizh=32394.000, wilcoxon_p_snizh=0.406 mannwhitneyu_stat_snizh=32394.000, mannwhitneyu_p_snizh=0.406 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== WIZZ.L: wilcoxon_stat=15732.000, wilcoxon_p=0.775 mannwhitneyu_stat=31187.500, mannwhitneyu_p=0.310 wilcoxon_stat_rost=32821.500, wilcoxon_p_rost=0.690 mannwhitneyu_stat_rost=32821.500, mannwhitneyu_p_rost=0.690 wilcoxon_stat_snizh=32821.500, wilcoxon_p_snizh=0.310 mannwhitneyu_stat_snizh=32821.500, mannwhitneyu_p_snizh=0.310 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== WG.L: wilcoxon_stat=15715.000, wilcoxon_p=0.764 mannwhitneyu_stat=31391.000, mannwhitneyu_p=0.355 wilcoxon_stat_rost=32618.000, wilcoxon_p_rost=0.646 mannwhitneyu_stat_rost=32618.000, mannwhitneyu_p_rost=0.646 wilcoxon_stat_snizh=32618.000, wilcoxon_p_snizh=0.355 mannwhitneyu_stat_snizh=32618.000, mannwhitneyu_p_snizh=0.355 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== WKP.L: wilcoxon_stat=15281.000, wilcoxon_p=0.501 mannwhitneyu_stat=30543.500, mannwhitneyu_p=0.187 wilcoxon_stat_rost=30543.500, wilcoxon_p_rost=0.187 mannwhitneyu_stat_rost=30543.500, mannwhitneyu_p_rost=0.187 wilcoxon_stat_snizh=30543.500, wilcoxon_p_snizh=0.813 mannwhitneyu_stat_snizh=30543.500, mannwhitneyu_p_snizh=0.813 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== WWH.L: wilcoxon_stat=15504.000, wilcoxon_p=0.707 mannwhitneyu_stat=31131.000, mannwhitneyu_p=0.298 wilcoxon_stat_rost=32878.000, wilcoxon_p_rost=0.702 mannwhitneyu_stat_rost=32878.000, mannwhitneyu_p_rost=0.702 wilcoxon_stat_snizh=32878.000, wilcoxon_p_snizh=0.298 mannwhitneyu_stat_snizh=32878.000, mannwhitneyu_p_snizh=0.298 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ================================================================== WPP.L: wilcoxon_stat=15512.000, wilcoxon_p=0.635 mannwhitneyu_stat=30643.000, mannwhitneyu_p=0.204 wilcoxon_stat_rost=30643.000, wilcoxon_p_rost=0.204 mannwhitneyu_stat_rost=30643.000, mannwhitneyu_p_rost=0.204 wilcoxon_stat_snizh=30643.000, wilcoxon_p_snizh=0.796 mannwhitneyu_stat_snizh=30643.000, mannwhitneyu_p_snizh=0.796 wilcoxon probably the same distribution mannwhitneyu probably the same distribution wilcoxon_rost probably the same distribution mannwhitneyu_rost probably the same distribution wilcoxon_snizh probably the same distribution mannwhitneyu_snizh probably the same distribution ==================================================================
In [316]:
print("Total ticker: "+str((len(tickers_list))))
print("Total analyzed days: "+str(len(data_ay_20[ticker])))
print("==================================================================")
print("wilcoxon_accept: "+str(wilcoxon_accept))
print("mannwhitneyu_accept: "+str(mannwhitneyu_accept))
print("wilcoxon_rejection: "+str(wilcoxon_rejection))
print("mannwhitneyu_rejection: "+str(mannwhitneyu_rejection))
print("==================================================================")
print("wilcoxon_accept_snizh: "+str(wilcoxon_accept_snizh))
print("mannwhitneyu_accept_snizh: "+str(mannwhitneyu_accept_snizh))
print("wilcoxon_rejection_snizh: "+str(wilcoxon_rejection_snizh))
print("mannwhitneyu_rejection_snizh: "+str(mannwhitneyu_rejection_snizh))
print("==================================================================")
print("wilcoxon_accept_rost: "+str(wilcoxon_accept_rost))
print("mannwhitneyu_accept_rost: "+str(mannwhitneyu_accept_rost))
print("wilcoxon_rejection_rost: "+str(wilcoxon_rejection_rost))
print("mannwhitneyu_rejection_rost: "+str(mannwhitneyu_rejection_rost))
Total ticker: 285 Total analyzed days: 253 ================================================================== wilcoxon_accept: 279 mannwhitneyu_accept: 253 wilcoxon_rejection: 6 mannwhitneyu_rejection: 32 ================================================================== wilcoxon_accept_snizh: 282 mannwhitneyu_accept_snizh: 278 wilcoxon_rejection_snizh: 3 mannwhitneyu_rejection_snizh: 7 ================================================================== wilcoxon_accept_rost: 278 mannwhitneyu_accept_rost: 260 wilcoxon_rejection_rost: 7 mannwhitneyu_rejection_rost: 25
In [317]:
# data_ay_20.to_csv('data_ay_20.csv')
# data_ay_21.to_csv('data_ay_21.csv')
# data_hy_20.to_csv('data_hy_20.csv')
# data_hy_21.to_csv('data_hy_21.csv')
# data_month_20.to_csv('data_month_20.csv')
# data_month_21.to_csv('data_month_21.csv')
In [318]:
group_list = np.array_split(numpy.array(tickers_list),57) #total: 285/57=5 (size of group)
for group in group_list:
for tick in group:
print(tick)
III.L 3IN.L 888.L ABF.L ASL.L ADM.L AMGO.L AAL.L ANTO.L ASCL.L ASHM.L AHT.L AGR.L AZN.L AUTO.L AVST.L AVV.L AV.L BME.L BAB.L BA.L BGFD.L BAKK.L BBY.L BGEO.L BNKR.L BARC.L BAG.L BDEV.L BBGI.L BEZ.L BWY.L BKG.L BYG.L BRSC.L BOY.L BP.L BATS.L BLND.L BRW.L BVIC.L BNZL.L BRBY.L CNE.L CLDN.L CAPC.L CPI.L CARD.L CCL.L CEY.L CNA.L CINE.L CTY.L CKN.L CBG.L CLI.L COA.L CCH.L CPG.L CCC.L GLO.L CTEC.L CSP.L CWK.L CRST.L CRH.L CRDA.L DCC.L DPH.L DLN.L DGE.L DPLM.L DLG.L DOM.L DRX.L DNLM.L EZJ.L EDIN.L ECM.L ELM.L ENOG.L ESNT.L ERM.L EVR.L EXPN.L FDM.L FERG.L FXPO.L FEV.L FSV.L FCSS.L FGT.L FGP.L FSJ.L FRES.L GFRD.L GAW.L GCP.L GNS.L GSK.L GLEN.L GOG.L GFTU.L GRI.L UKW.L GNC.L GRG.L HFD.L HLMA.L HMSO.L HVPE.L HL.L HAS.L HRI.L HGT.L HICL.L HIK.L HILS.L HFG.L HSX.L HOC.L HSV.L HWDN.L HSBA.L HTG.L IBST.L IGG.L IMI.L IMB.L INCH.L INDV.L INF.L ICP.L IHG.L ITRK.L IHP.L IAG.L INPP.L INVP.L IPO.L ITV.L IWG.L JD.L JMAT.L JII.L JAM.L JMG.L JFJ.L JUP.L JUST.L KLR.L KIE.L KGF.L LRE.L LAND.L LGEN.L LLOY.L LMP.L EMG.L MKS.L MSLH.L MDC.L MGGT.L MRO.L MRC.L MTRO.L MCRO.L MAB.L MNDI.L MONY.L MNKS.L MGAM.L MYI.L NEX.L NG.L NRR.L NXT.L OCDO.L OTB.L OSB.L PAGE.L PIN.L PAG.L PSON.L PNN.L PSH.L PSN.L PNL.L PFC.L PHNX.L PTEC.L PLUS.L PCT.L POLY.L PHP.L PFG.L PRU.L PZC.L QQ.L QLT.L RNK.L RAT.L RDW.L REL.L TRIG.L RSW.L RTO.L RHIM.L RMV.L RIO.L RCP.L RSE.L RR.L ROR.L RMG.L SAFE.L SAGA.L SGE.L SBRY.L SNN.L SVS.L SDP.L SDR.L SCIN.L SMT.L SGRO.L SNR.L SEQI.L SRP.L SVT.L SHB.L SHI.L SN.L SMDS.L SMIN.L SKG.L SCT.L SXS.L SPX.L SPI.L SPT.L SSE.L SSPG.L STJ.L SGC.L STAN.L SDRY.L SYNC.L SYNT.L TATE.L TW.L TBCG.L TED.L TEP.L TMPL.L TEM.L TSCO.L TIFS.L TCAP.L TRY.L TPK.L BBOX.L TUI.L TLW.L UKCM.L ULE.L ULVR.L UTG.L UU.L VSVS.L VCT.L VEIL.L VOF.L VVO.L VOD.L WEIR.L JDW.L SMWH.L WTB.L WTAN.L WIZZ.L WG.L WKP.L WWH.L WPP.L
ALL Year¶
In [331]:
dicts__wil_ay = {}
dicts__mw_ay = {}
dicts__wil_hy = {}
dicts__mw_hy = {}
dicts__wil_month = {}
dicts__mw_month = {}
dicts__wil_ay_snizh = {}
dicts__mw_ay_snizh = {}
dicts__wil_hy_snizh = {}
dicts__mw_hy_snizh = {}
dicts__wil_month_snizh = {}
dicts__mw_month_snizh = {}
dicts__wil_ay_rost = {}
dicts__mw_ay_rost = {}
dicts__wil_hy_rost = {}
dicts__mw_hy_rost = {}
dicts__wil_month_rost = {}
dicts__mw_month_rost = {}
from statsmodels.stats.multitest import multipletests
import scipy.stats as stats
total_bonf_rej_mw =0
total_holm_rej_mw =0
total_bonf_rej_wil =0
total_holm_rej_wil =0
for group in group_list:
dicts__wil_ay = {}
dicts__mw_ay = {}
dicts__wil_hy = {}
dicts__mw_hy = {}
dicts__wil_month = {}
dicts__mw_month = {}
for tick in group:
wilcoxon_stat, wilcoxon_p = stats.wilcoxon(list(data_ay_20[tick]), list(data_ay_21[tick]))
mannwhitneyu_stat, mannwhitneyu_p = stats.mannwhitneyu(list(data_ay_20[tick]), list(data_ay_21[tick]))
dicts__wil_ay[tick] = wilcoxon_p
dicts__mw_ay[tick] = mannwhitneyu_p
print(group)
wil_p_vals = (list(dicts__wil_ay.values()))
mw_p_vals = (list(dicts__mw_ay.values()))
print(wil_p_vals)
bon_rejected, bon_p_adjusted, _, bon_alpha_corrected = multipletests(wil_p_vals, alpha=alpha,
method='bonferroni', is_sorted=False, returnsorted=False)
holm_rejected, holm_p_adjusted, _, holm_alpha_corrected = multipletests(wil_p_vals, alpha=alpha,
method='holm', is_sorted=False, returnsorted=False)
bon_rejected_2, bon_p_adjusted_2, _, bon_alpha_corrected_2 = multipletests(mw_p_vals, alpha=alpha,
method='bonferroni', is_sorted=False, returnsorted=False)
holm_rejected_2, holm_p_adjusted_2, _, holm_alpha_corrected_2 = multipletests(mw_p_vals, alpha=alpha,
method='holm', is_sorted=False, returnsorted=False)
print("holm_rejected_per_group _wil: "+str(np.sum(holm_rejected)))
print("bon_rejected_per_group _wil: "+str(np.sum(bon_rejected)))
print("holm_rejected_per_group _mw: "+str(np.sum(holm_rejected_2)))
print("bon_rejected_per_group _mw: "+str(np.sum(bon_rejected_2)))
total_bonf_rej_wil = total_bonf_rej +np.sum(bon_rejected)
total_holm_rej_wil = total_holm_rej +np.sum(holm_rejected)
total_bonf_rej_mw = total_bonf_rej_mw +np.sum(bon_rejected_2)
total_holm_rej_mw = total_holm_rej_mw +np.sum(holm_rejected_2)
#diagrams
import seaborn as sns
plt.figure()
sns.kdeplot(wil_p_vals, color="red", shade=True, label='wil_raw')
ax = sns.kdeplot(holm_p_adjusted, color="darkgreen", shade=True, label='wil_holm_adujusted')
ax2 = sns.kdeplot(bon_p_adjusted, color="darkblue", shade=True, label='wil_bon_adujusted')
ax3 =sns.kdeplot(mw_p_vals, color="chocolate", shade=True, label='mw_raw')
ax4 = sns.kdeplot(holm_p_adjusted_2, color="aquamarine", shade=True, label='mw_holm_adujusted')
ax5 = sns.kdeplot(bon_p_adjusted_2, color="darkorchid", shade=True, label='mw_bon_adujusted')
ax.set(xlim=(0, 1))
plt.title('distribution of p-values for diff. methods. Analyzed days: '+str(len(data_ay_20[ticker]))+'\n Group='+str(group))
plt.legend()
['III.L' '3IN.L' '888.L' 'ABF.L' 'ASL.L'] [0.7021945008914369, 0.8819632438633409, 0.7896363725569902, 0.8110834681468695, 0.8532624204875201] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['ADM.L' 'AMGO.L' 'AAL.L' 'ANTO.L' 'ASCL.L'] [0.6600356309401488, 0.10486687742350165, 0.8525892863512827, 0.41609656092383684, 0.550203371424728]
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['ASHM.L' 'AHT.L' 'AGR.L' 'AZN.L' 'AUTO.L'] [0.5073212832192429, 0.9798005194687947, 0.7213825402804082, 0.4005291292885724, 0.9006197755657125] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['AVST.L' 'AVV.L' 'AV.L' 'BME.L' 'BAB.L'] [0.6995495750191925, 0.9237610369942995, 0.35329332420474835, 0.6122887542964215, 0.04941286790777043]
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['BA.L' 'BGFD.L' 'BAKK.L' 'BBY.L' 'BGEO.L'] [0.6476499169230895, 0.19394619101506905, 0.3120316696689469, 0.9469670075489183, 0.5194895107060671] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['BNKR.L' 'BARC.L' 'BAG.L' 'BDEV.L' 'BBGI.L'] [0.9948640256279809, 0.5172659562148536, 0.4770361123008041, 0.9827795002766464, 0.9871803071299347] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['BEZ.L' 'BWY.L' 'BKG.L' 'BYG.L' 'BRSC.L'] [0.197504435226718, 0.6116866182609197, 0.8084225046664189, 0.27326124202121116, 0.9752555005316419]
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['BOY.L' 'BP.L' 'BATS.L' 'BLND.L' 'BRW.L'] [0.16663298444145624, 0.04181163975659696, 0.7491912039976039, 0.3171580692242735, 0.49259469195991545] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 1 bon_rejected_per_group _mw: 1 ['BVIC.L' 'BNZL.L' 'BRBY.L' 'CNE.L' 'CLDN.L'] [0.8244204594435018, 0.3234265048960665, 0.9688494579674756, 0.8599995602645807, 0.16023570107343577] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['CAPC.L' 'CPI.L' 'CARD.L' 'CCL.L' 'CEY.L'] [0.17768576619971488, 0.17466816982808608, 0.5397561913715615, 0.4043878127706161, 0.12818817197730445] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['CNA.L' 'CINE.L' 'CTY.L' 'CKN.L' 'CBG.L'] [0.07570124718142578, 0.33362279073431134, 0.9183094887582193, 0.23381303253615848, 0.594934493556518] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['CLI.L' 'COA.L' 'CCH.L' 'CPG.L' 'CCC.L'] [0.9848456926804056, 0.8843343034391697, 0.8458639277428607, 0.25205887219769285, 0.5402887016024116] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['GLO.L' 'CTEC.L' 'CSP.L' 'CWK.L' 'CRST.L'] [0.8168372011227025, 0.8626973008610181, 0.49802212092379705, 0.500201968368716, 0.5690420286789326]
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['CRH.L' 'CRDA.L' 'DCC.L' 'DPH.L' 'DLN.L'] [0.8064282334062376, 0.8404916903732648, 0.33793179137513674, 0.127329269036672, 0.20141285685416055] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['DGE.L' 'DPLM.L' 'DLG.L' 'DOM.L' 'DRX.L'] [0.15485665234217597, 0.36046051882231334, 0.19394619101506905, 0.7439914890448985, 0.6650163658551458] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['DNLM.L' 'EZJ.L' 'EDIN.L' 'ECM.L' 'ELM.L'] [0.6650163658551458, 0.6304731534974871, 0.6291650968824074, 0.4462297270923836, 0.3366353535753216] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['ENOG.L' 'ESNT.L' 'ERM.L' 'EVR.L' 'EXPN.L'] [0.2793188276867534, 0.5296522808668673, 0.8224165752086404, 0.9374050263086975, 0.7951514860299953]
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['FDM.L' 'FERG.L' 'FXPO.L' 'FEV.L' 'FSV.L'] [0.9067380073153422, 0.5696244703221256, 0.5329336654152597, 0.7816700506999467, 0.40964245520888776] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
['FCSS.L' 'FGT.L' 'FGP.L' 'FSJ.L' 'FRES.L'] [0.048763554768009365, 0.9080983792876179, 0.9756933142795349, 0.5858982739208343, 0.1288352999540456] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['GFRD.L' 'GAW.L' 'GCP.L' 'GNS.L' 'GSK.L'] [0.1256249022622505, 0.18412042384222982, 0.5509585245042824, 0.6876104025119523, 0.11418748184448971] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['GLEN.L' 'GOG.L' 'GFTU.L' 'GRI.L' 'UKW.L'] [0.30933319117956426, 0.4058405337964319, 0.8789163075677456, 0.9046979634850514, 0.6333197471397756] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['GNC.L' 'GRG.L' 'HFD.L' 'HLMA.L' 'HMSO.L'] [0.043746871689229395, 0.1106905548804952, 0.5937459698695393, 0.7394512845300667, 0.028161552967686354] holm_rejected_per_group _wil: 0
<ipython-input-331-cccd15a77d35>:74: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`). plt.figure() /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 1 bon_rejected_per_group _mw: 1 ['HVPE.L' 'HL.L' 'HAS.L' 'HRI.L' 'HGT.L'] [0.6628336050109913, 0.7233112627354765, 0.3196558187648647, 0.4099734480389323, 0.48111314857531084] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['HICL.L' 'HIK.L' 'HILS.L' 'HFG.L' 'HSX.L'] [0.8586513004211498, 0.5117287058811278, 0.9702180618612787, 0.8785423087158172, 0.7207400256125531] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
['HOC.L' 'HSV.L' 'HWDN.L' 'HSBA.L' 'HTG.L'] [0.5374538427243993, 0.7104868756760531, 0.8297697144383034, 0.19483130885090527, 0.516156029693154] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['IBST.L' 'IGG.L' 'IMI.L' 'IMB.L' 'INCH.L'] [0.7681343320777896, 0.18554181426964345, 0.7720713730641182, 0.33793179137513674, 0.5996994154988007] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['INDV.L' 'INF.L' 'ICP.L' 'IHG.L' 'ITRK.L'] [0.8999403295967633, 0.8104180213250267, 0.6550699159917601, 0.4534354899368045, 0.5895947193817226] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
['IHP.L' 'IAG.L' 'INPP.L' 'INVP.L' 'IPO.L'] [0.9928096835483275, 0.22671089635651587, 0.9972445115792531, 0.160919442564461, 0.810316137847038] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['ITV.L' 'IWG.L' 'JD.L' 'JMAT.L' 'JII.L'] [0.9599559486579824, 0.9804851086736927, 0.8050994172629383, 0.6800467797343241, 0.6901386185672629] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['JAM.L' 'JMG.L' 'JFJ.L' 'JUP.L' 'JUST.L'] [0.8551089085263359, 0.3822707091462565, 0.08093363354921854, 0.6563099262862069, 0.7291079391434799] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
['KLR.L' 'KIE.L' 'KGF.L' 'LRE.L' 'LAND.L'] [0.6544502671045807, 0.31741306930662094, 0.8070928513472178, 0.8626973008610181, 0.43908961417606507] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['LGEN.L' 'LLOY.L' 'LMP.L' 'EMG.L' 'MKS.L'] [0.8748565142403275, 0.15837183775799435, 0.6895062389527629, 0.13255041541453483, 0.17630935398428182]
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['MSLH.L' 'MDC.L' 'MGGT.L' 'MRO.L' 'MRC.L'] [0.9196720259635515, 0.37414294021861216, 0.6741468450917946, 0.9818543296966002, 0.747096262343445] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
['MTRO.L' 'MCRO.L' 'MAB.L' 'MNDI.L' 'MONY.L'] [0.6544502671045807, 0.374604485802851, 0.27326124202121116, 0.8204138486547665, 0.7072933792803398] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['MNKS.L' 'MGAM.L' 'MYI.L' 'NEX.L' 'NG.L'] [0.16143265848515087, 0.9633760000362189, 0.8032960686414559, 0.5385868890380843, 0.7104868756760531]
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['NRR.L' 'NXT.L' 'OCDO.L' 'OTB.L' 'OSB.L'] [0.5801567532033642, 0.7168890910709536, 0.14921079703841755, 0.7149663123930226, 0.46856860045102655] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['PAGE.L' 'PIN.L' 'PAG.L' 'PSON.L' 'PNN.L'] [0.20691721303367283, 0.6519078292663394, 0.8017798468247146, 0.4701498938954195, 0.6538308562111721] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['PSH.L' 'PSN.L' 'PNL.L' 'PFC.L' 'PHNX.L'] [0.43054390797655895, 0.8116550425368457, 0.8870764079249136, 0.5313498516797566, 0.8581586660381798]
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['PTEC.L' 'PLUS.L' 'PCT.L' 'POLY.L' 'PHP.L'] [0.9579042674836623, 0.46856860045102655, 0.40964245520888776, 0.11918790641892867, 0.9972445115792531] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['PFG.L' 'PRU.L' 'PZC.L' 'QQ.L' 'QLT.L'] [0.160919442564461, 0.9271700904260223, 0.6144165058262492, 0.8037711638362122, 0.6513555998617202] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['RNK.L' 'RAT.L' 'RDW.L' 'REL.L' 'TRIG.L'] [0.11650458948293323, 0.11490543703729711, 0.5984306433693285, 0.4719984355502662, 0.5421387373275128] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['RSW.L' 'RTO.L' 'RHIM.L' 'RMV.L' 'RIO.L'] [0.20376856707465285, 0.7136854632333047, 0.9203533832719958, 0.733627215724993, 0.6952054134229153] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['RCP.L' 'RSE.L' 'RR.L' 'ROR.L' 'RMG.L'] [0.32435025831073727, 0.19174887917854522, 0.20630028050174498, 0.9490170450573129, 0.9921249127754959]
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['SAFE.L' 'SAGA.L' 'SGE.L' 'SBRY.L' 'SNN.L'] [0.24502093860843954, 0.0640660348018544, 0.5807445465032957, 0.8755329207358141, 0.4930160700750459] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['SVS.L' 'SDP.L' 'SDR.L' 'SCIN.L' 'SMT.L'] [0.2300258682244256, 0.17063195650725027, 0.7793044766076282, 0.36739515670913236, 0.08297900868456792] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['SGRO.L' 'SNR.L' 'SEQI.L' 'SRP.L' 'SVT.L'] [0.4706776460339961, 0.18525688895668713, 0.46986287655232595, 0.412661004398417, 0.3470964878586108] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['SHB.L' 'SHI.L' 'SN.L' 'SMDS.L' 'SMIN.L'] [0.3370671436099918, 0.048819868870543806, 0.6371980445767034, 0.9490170450573129, 0.5731250805138205] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['SKG.L' 'SCT.L' 'SXS.L' 'SPX.L' 'SPI.L'] [0.8789163075677456, 0.627426430929608, 0.5878197175554173, 0.6819347060298737, 0.9360035395566022] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['SPT.L' 'SSE.L' 'SSPG.L' 'STJ.L' 'SGC.L'] [0.7978010854209143, 0.43908961417606507, 0.320909506000713, 0.5684598716366182, 0.37322090489134885]
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['STAN.L' 'SDRY.L' 'SYNC.L' 'SYNT.L' 'TATE.L'] [0.6249936150168788, 0.964744212822316, 0.4195489435482296, 0.5586070242540908, 0.9333097151842963] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
['TW.L' 'TBCG.L' 'TED.L' 'TEP.L' 'TMPL.L'] [0.8250886759363707, 0.4156047359843751, 0.2713868070797194, 0.8626973008610181, 0.2816462862576913] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['TEM.L' 'TSCO.L' 'TIFS.L' 'TCAP.L' 'TRY.L'] [0.3014361453963874, 0.2885752586558984, 0.8485527524796028, 0.6390373337141686, 0.7491912039976039]
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['TPK.L' 'BBOX.L' 'TUI.L' 'TLW.L' 'UKCM.L'] [0.8714758628456178, 0.24224473956535897, 0.345777647943428, 0.1430192325254284, 0.5670775405098153]
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['ULE.L' 'ULVR.L' 'UTG.L' 'UU.L' 'VSVS.L'] [0.547694163403397, 0.8599995602645807, 0.8931499836722723, 0.6140967329258589, 0.7407475674221093] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
['VCT.L' 'VEIL.L' 'VOF.L' 'VVO.L' 'VOD.L'] [0.7400993337108065, 0.5738620619412129, 0.8318026176628182, 0.20908702059753737, 0.9217162728162088] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['WEIR.L' 'JDW.L' 'SMWH.L' 'WTB.L' 'WTAN.L'] [0.30003308968238873, 0.8364673676823351, 0.31591400699434036, 0.4861238638835571, 0.8942252242642398]
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['WIZZ.L' 'WG.L' 'WKP.L' 'WWH.L' 'WPP.L'] [0.7746993380531079, 0.7635486730270328, 0.500747720008439, 0.7072380351827446, 0.6347491329346429]
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0
In [320]:
print("Total ticker group (block by 5): "+str((len(group_list))))
print("Total analyzed days: "+str(len(data_ay_20[ticker])))
print("==================================================================")
print("bon_alpha_corrected: "+str(bon_alpha_corrected))
print("holm_alpha_corrected: "+str(holm_alpha_corrected))
print("==================================================================")
print("total_holm_rejected _wil: "+str(total_holm_rej_wil))
print("total_bonf_rej _wil: "+str(total_bonf_rej_wil))
print("==================================================================")
print("total_holm_rej_mw: "+str(total_holm_rej_mw))
print("total_bonf_rej_mw: "+str(total_bonf_rej_mw))
Total ticker group (block by 5): 57 Total analyzed days: 253 ================================================================== bon_alpha_corrected: 0.01 holm_alpha_corrected: 0.01 ================================================================== total_holm_rejected _wil: 2 total_bonf_rej _wil: 1 ================================================================== total_holm_rej_mw: 2 total_bonf_rej_mw: 2
Half Year¶
In [330]:
dicts__wil_ay = {}
dicts__mw_ay = {}
dicts__wil_hy = {}
dicts__mw_hy = {}
dicts__wil_month = {}
dicts__mw_month = {}
dicts__wil_ay_snizh = {}
dicts__mw_ay_snizh = {}
dicts__wil_hy_snizh = {}
dicts__mw_hy_snizh = {}
dicts__wil_month_snizh = {}
dicts__mw_month_snizh = {}
dicts__wil_ay_rost = {}
dicts__mw_ay_rost = {}
dicts__wil_hy_rost = {}
dicts__mw_hy_rost = {}
dicts__wil_month_rost = {}
dicts__mw_month_rost = {}
from statsmodels.stats.multitest import multipletests
import scipy.stats as stats
total_bonf_rej_mw =0
total_holm_rej_mw =0
total_bonf_rej_wil =0
total_holm_rej_wil =0
for group in group_list:
dicts__wil_ay = {}
dicts__mw_ay = {}
dicts__wil_hy = {}
dicts__mw_hy = {}
dicts__wil_month = {}
dicts__mw_month = {}
for tick in group:
wilcoxon_stat, wilcoxon_p = stats.wilcoxon(list(data_hy_20[tick]), list(data_hy_21[tick]))
mannwhitneyu_stat, mannwhitneyu_p = stats.mannwhitneyu(list(data_hy_20[tick]), list(data_hy_21[tick]))
dicts__wil_ay[tick] = wilcoxon_p
dicts__mw_ay[tick] = mannwhitneyu_p
print(group)
wil_p_vals = (list(dicts__wil_ay.values()))
mw_p_vals = (list(dicts__mw_ay.values()))
print(wil_p_vals)
bon_rejected, bon_p_adjusted, _, bon_alpha_corrected = multipletests(wil_p_vals, alpha=alpha,
method='bonferroni', is_sorted=False, returnsorted=False)
holm_rejected, holm_p_adjusted, _, holm_alpha_corrected = multipletests(wil_p_vals, alpha=alpha,
method='holm', is_sorted=False, returnsorted=False)
bon_rejected_2, bon_p_adjusted_2, _, bon_alpha_corrected_2 = multipletests(mw_p_vals, alpha=alpha,
method='bonferroni', is_sorted=False, returnsorted=False)
holm_rejected_2, holm_p_adjusted_2, _, holm_alpha_corrected_2 = multipletests(mw_p_vals, alpha=alpha,
method='holm', is_sorted=False, returnsorted=False)
print("holm_rejected_per_group _wil: "+str(np.sum(holm_rejected)))
print("bon_rejected_per_group _wil: "+str(np.sum(bon_rejected)))
print("holm_rejected_per_group _mw: "+str(np.sum(holm_rejected_2)))
print("bon_rejected_per_group _mw: "+str(np.sum(bon_rejected_2)))
total_bonf_rej_wil = total_bonf_rej +np.sum(bon_rejected)
total_holm_rej_wil = total_holm_rej +np.sum(holm_rejected)
total_bonf_rej_mw = total_bonf_rej_mw +np.sum(bon_rejected_2)
total_holm_rej_mw = total_holm_rej_mw +np.sum(holm_rejected_2)
#diagrams
import seaborn as sns
plt.figure()
sns.kdeplot(wil_p_vals, color="red", shade=True, label='wil_raw')
ax = sns.kdeplot(holm_p_adjusted, color="darkgreen", shade=True, label='wil_holm_adujusted')
ax2 = sns.kdeplot(bon_p_adjusted, color="darkblue", shade=True, label='wil_bon_adujusted')
ax3 =sns.kdeplot(mw_p_vals, color="chocolate", shade=True, label='mw_raw')
ax4 = sns.kdeplot(holm_p_adjusted_2, color="aquamarine", shade=True, label='mw_holm_adujusted')
ax5 = sns.kdeplot(bon_p_adjusted_2, color="darkorchid", shade=True, label='mw_bon_adujusted')
ax.set(xlim=(0, 1))
plt.title('distribution of p-values for diff. methods. Analyzed days: '+str(len(data_hy_20[ticker]))+'\n Group='+str(group))
plt.legend()
['III.L' '3IN.L' '888.L' 'ABF.L' 'ASL.L'] [0.7665400739974032, 0.4049079411980553, 0.12148261640928015, 0.26382651805652413, 0.15763683907934845] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['ADM.L' 'AMGO.L' 'AAL.L' 'ANTO.L' 'ASCL.L'] [0.9562492972101716, 0.04998914745795993, 0.46054651590486195, 0.7218121225661536, 0.35230180062398553] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['ASHM.L' 'AHT.L' 'AGR.L' 'AZN.L' 'AUTO.L'] [0.9420560257831173, 0.8158845272495832, 0.6476285404700026, 0.9675710516486942, 0.6834348137148007] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['AVST.L' 'AVV.L' 'AV.L' 'BME.L' 'BAB.L'] [0.37706386523108426, 0.6212933991522445, 0.14163363805869958, 0.7126065838021074, 0.11796700236902431]
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['BA.L' 'BGFD.L' 'BAKK.L' 'BBY.L' 'BGEO.L'] [0.8101494470659129, 0.9823080532293914, 0.13063004378153203, 0.6600735493807144, 0.41828440038250025] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['BNKR.L' 'BARC.L' 'BAG.L' 'BDEV.L' 'BBGI.L'] [0.9381352522208033, 0.32132823318265, 0.2523759384739813, 0.46957934978524585, 0.9771219689141768] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['BEZ.L' 'BWY.L' 'BKG.L' 'BYG.L' 'BRSC.L'] [0.5468872498418946, 0.5485281520563573, 0.9205116890934215, 0.42970896410629, 0.4528954669560362]
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['BOY.L' 'BP.L' 'BATS.L' 'BLND.L' 'BRW.L'] [0.08568875632982514, 0.16726877350484282, 0.6834348137148007, 0.1220764377883371, 0.3094525616653504] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 1 bon_rejected_per_group _mw: 1 ['BVIC.L' 'BNZL.L' 'BRBY.L' 'CNE.L' 'CLDN.L'] [0.5534653980675399, 0.4879353020324936, 0.26699869874007576, 0.6074410947757176, 0.47261191601967567] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['CAPC.L' 'CPI.L' 'CARD.L' 'CCL.L' 'CEY.L'] [0.21023892127485366, 0.26172622955709246, 0.25653340851170536, 0.1765462153942322, 0.059608951873705046] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
['CNA.L' 'CINE.L' 'CTY.L' 'CKN.L' 'CBG.L'] [0.19881330855603663, 0.06881799261719992, 0.47727153627350805, 0.14599806082390418, 0.12814013364320032] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['CLI.L' 'COA.L' 'CCH.L' 'CPG.L' 'CCC.L'] [0.4912924085822322, 0.8254648011727137, 0.6762130915782769, 0.17812904053749912, 0.9852563474221557] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['GLO.L' 'CTEC.L' 'CSP.L' 'CWK.L' 'CRST.L'] [0.5047346386913253, 0.6618592132967674, 0.5534653980675399, 0.7911076486573988, 0.2888161918337069] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
['CRH.L' 'CRDA.L' 'DCC.L' 'DPH.L' 'DLN.L'] [0.5306131204003756, 0.9126909889931336, 0.7987101059096203, 0.6476285404700026, 0.1429736429108573] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['DGE.L' 'DPLM.L' 'DLG.L' 'DOM.L' 'DRX.L'] [0.3717635373180924, 0.28104729524266303, 0.9950852005072723, 0.5281058244715444, 0.41828440038250025] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
['DNLM.L' 'EZJ.L' 'EDIN.L' 'ECM.L' 'ELM.L'] [0.7126065838021074, 0.1878483670282569, 0.3177346838685019, 0.685244811231994, 0.02116617416601769] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 1 bon_rejected_per_group _mw: 1 ['ENOG.L' 'ESNT.L' 'ERM.L' 'EVR.L' 'EXPN.L'] [0.27019701378134453, 0.47261191601967567, 0.3446061089676944, 0.29787058125224386, 0.5257792646660658] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['FDM.L' 'FERG.L' 'FXPO.L' 'FEV.L' 'FSV.L'] [0.953826394971185, 0.6888702225503841, 0.5436127533224855, 0.9381352522208033, 0.1041705989435472] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
['FCSS.L' 'FGT.L' 'FGP.L' 'FSJ.L' 'FRES.L'] [0.5759484855818011, 0.9773948042929073, 0.5225692493234251, 0.6057210026627438, 0.15909069332126968] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['GFRD.L' 'GAW.L' 'GCP.L' 'GNS.L' 'GSK.L'] [0.9597155197820457, 0.43839509339128757, 0.7934478646500794, 0.6476285404700026, 0.43985253203915875] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['GLEN.L' 'GOG.L' 'GFTU.L' 'GRI.L' 'UKW.L'] [0.1845660298559857, 0.17575874467072417, 0.4650507383474207, 0.9029270797819478, 0.4649946798502055] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) <ipython-input-330-8e206f6007e8>:72: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`). plt.figure()
['GNC.L' 'GRG.L' 'HFD.L' 'HLMA.L' 'HMSO.L'] [0.0936002192874325, 0.15262756511286332, 0.3396924388279845, 0.7930064316233103, 0.042453514051914075] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 1 bon_rejected_per_group _mw: 1 ['HVPE.L' 'HL.L' 'HAS.L' 'HRI.L' 'HGT.L'] [0.744068169297004, 0.9048787355418668, 0.14432335538142174, 0.8021121102294865, 0.7307505185750345] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['HICL.L' 'HIK.L' 'HILS.L' 'HFG.L' 'HSX.L'] [0.7721897113958681, 0.5145884906324321, 0.9990170341339475, 0.6494004842845897, 0.44424149258203427] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
['HOC.L' 'HSV.L' 'HWDN.L' 'HSBA.L' 'HTG.L'] [0.5306131204003756, 0.8082400002228194, 0.32616076015167084, 0.2659384033664619, 0.3246229977279934] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['IBST.L' 'IGG.L' 'IMI.L' 'IMB.L' 'INCH.L'] [0.5098306242947732, 0.40148704895429443, 0.2575603906669224, 0.4197026134692292, 0.2165845166892887] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
['INDV.L' 'INF.L' 'ICP.L' 'IHG.L' 'ITRK.L'] [0.46957934978524585, 0.390517179424573, 0.946319581015955, 0.17892440283491717, 0.7422050133996818] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['IHP.L' 'IAG.L' 'INPP.L' 'INVP.L' 'IPO.L'] [0.8562899454643436, 0.11172952466115839, 0.972150334575327, 0.08749987913714401, 0.6387989062304767] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['ITV.L' 'IWG.L' 'JD.L' 'JMAT.L' 'JII.L'] [0.1220764377883371, 0.7703051401588468, 0.3587161627896397, 0.23742211934815927, 0.9567706460312823] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['JAM.L' 'JMG.L' 'JFJ.L' 'JUP.L' 'JUST.L'] [0.641442245425035, 0.8795562786785858, 0.1376714930831184, 0.2354712357132278, 0.2723437623222985] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['KLR.L' 'KIE.L' 'KGF.L' 'LRE.L' 'LAND.L'] [0.5684064655888172, 0.6690210334905946, 0.862095648520807, 0.5734293309119161, 0.11509872625163424] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['LGEN.L' 'LLOY.L' 'LMP.L' 'EMG.L' 'MKS.L'] [0.4413127471885717, 0.02186600411646982, 0.8504920089508305, 0.15836250294051835, 0.1423024293724785] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 1 bon_rejected_per_group _mw: 1 ['MSLH.L' 'MDC.L' 'MGGT.L' 'MRO.L' 'MRC.L'] [0.5518172325887349, 0.5751082834892323, 0.3665096624389895, 0.37973141551216183, 0.3918783677125133] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['MTRO.L' 'MCRO.L' 'MAB.L' 'MNDI.L' 'MONY.L'] [0.47261191601967567, 0.5852304820799695, 0.07504488791683828, 0.7052721046724775, 0.9891877036791349]
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['MNKS.L' 'MGAM.L' 'MYI.L' 'NEX.L' 'NG.L'] [0.4665575713008355, 0.3007269581156774, 0.6005670327509482, 0.15121883069400976, 0.8101494470659129] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['NRR.L' 'NXT.L' 'OCDO.L' 'OTB.L' 'OSB.L'] [0.1106239111096378, 0.44571001551977385, 0.33104027859637386, 0.390517179424573, 0.4126398326422296] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['PAGE.L' 'PIN.L' 'PAG.L' 'PSON.L' 'PNN.L'] [0.29901557211804763, 0.34524278390700636, 0.4787092695224948, 0.8331478517579963, 0.9185557632424889] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['PSH.L' 'PSN.L' 'PNL.L' 'PFC.L' 'PHNX.L'] [0.3625998008367812, 0.8717882442737639, 0.8124563318177164, 0.4635466153094183, 0.744068169297004] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
['PTEC.L' 'PLUS.L' 'PCT.L' 'POLY.L' 'PHP.L'] [0.38645088426198193, 0.6143500493620498, 0.3665096624389895, 0.1962423229851914, 0.9499016919809725] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['PFG.L' 'PRU.L' 'PZC.L' 'QQ.L' 'QLT.L'] [0.26277492500387245, 0.5852304820799695, 0.3946093660696359, 0.42112364910402744, 0.7759628778127636] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
['RNK.L' 'RAT.L' 'RDW.L' 'REL.L' 'TRIG.L'] [0.1979535917484332, 0.12447443834195342, 0.5452487814898508, 0.9263823054072967, 0.8717882442737639] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['RSW.L' 'RTO.L' 'RHIM.L' 'RMV.L' 'RIO.L'] [0.42970896410629, 0.4311496705728738, 0.4413127471885717, 0.87567076416891, 0.8485611422652424] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['RCP.L' 'RSE.L' 'RR.L' 'ROR.L' 'RMG.L'] [0.08215730817102283, 0.29721581619334836, 0.2156696580306675, 0.5551159717306628, 0.20227947137307567]
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['SAFE.L' 'SAGA.L' 'SGE.L' 'SBRY.L' 'SNN.L'] [0.5501714817720145, 0.03745318324162252, 0.7590265386759232, 0.3918783677125133, 0.8640325557058275] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['SVS.L' 'SDP.L' 'SDR.L' 'SCIN.L' 'SMT.L'] [0.28658188387056893, 0.6347545127810519, 0.9715000457790478, 0.3246229977279934, 0.6494004842845897] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['SGRO.L' 'SNR.L' 'SEQI.L' 'SRP.L' 'SVT.L'] [0.5177731748503842, 0.08086398701670801, 0.9939584122886714, 0.44865534330744417, 0.7949064426562817]
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 1 bon_rejected_per_group _mw: 1 ['SHB.L' 'SHI.L' 'SN.L' 'SMDS.L' 'SMIN.L'] [0.29445320489917626, 0.01427059024875265, 0.49569634362358994, 0.4650507383474207, 0.9773948042929073] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 1 bon_rejected_per_group _mw: 1 ['SKG.L' 'SCT.L' 'SXS.L' 'SPX.L' 'SPI.L'] [0.5257792646660658, 0.8216294866230609, 0.48484934089297504, 0.7199677384261716, 0.11854733064948318] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['SPT.L' 'SSE.L' 'SSPG.L' 'STJ.L' 'SGC.L'] [0.7301316425284652, 0.3918783677125133, 0.390517179424573, 0.42112364910402744, 0.03929559988550135] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['STAN.L' 'SDRY.L' 'SYNC.L' 'SYNT.L' 'TATE.L'] [0.42254750426018917, 0.0975208162899441, 0.3409401940958122, 0.3237386217460584, 0.5667368642845165] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['TW.L' 'TBCG.L' 'TED.L' 'TEP.L' 'TMPL.L'] [0.8698481360341507, 0.6565080323101369, 0.037906755190113446, 0.47413223350852907, 0.07626216720318665] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['TEM.L' 'TSCO.L' 'TIFS.L' 'TCAP.L' 'TRY.L'] [0.9304500045186377, 0.9087837595726318, 0.5468872498418946, 0.9695354562845359, 0.41545645375885465] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['TPK.L' 'BBOX.L' 'TUI.L' 'TLW.L' 'UKCM.L'] [0.23064373733582622, 0.5937283513725211, 0.11738890522391528, 0.0526376862597661, 0.5650696179536292]
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['ULE.L' 'ULVR.L' 'UTG.L' 'UU.L' 'VSVS.L'] [0.9048787355418668, 0.9950852005072723, 0.5835377126270427, 0.9009760104300539, 0.6943217417236333] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['VCT.L' 'VEIL.L' 'VOF.L' 'VVO.L' 'VOD.L'] [0.2888161918337069, 0.5798552514089103, 0.6014242275723891, 0.18132633549764543, 0.7255057371511694] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
['WEIR.L' 'JDW.L' 'SMWH.L' 'WTB.L' 'WTAN.L'] [0.6726133184706291, 0.2565261581116475, 0.08479462303034793, 0.1996757515412223, 0.5232255900222919] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['WIZZ.L' 'WG.L' 'WKP.L' 'WWH.L' 'WPP.L'] [0.6906856179138889, 0.5903224283932549, 0.2766722008864545, 0.5884195098881619, 0.5035227976636529] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
In [322]:
print("Total ticker group (block by 5): "+str((len(group_list))))
print("Total analyzed days: "+str(len(data_hy_20[ticker])))
print("==================================================================")
print("bon_alpha_corrected: "+str(bon_alpha_corrected))
print("holm_alpha_corrected: "+str(holm_alpha_corrected))
print("==================================================================")
print("total_holm_rejected _wil: "+str(total_holm_rej_wil))
print("total_bonf_rej _wil: "+str(total_bonf_rej_wil))
print("==================================================================")
print("total_holm_rej_mw: "+str(total_holm_rej_mw))
print("total_bonf_rej_mw: "+str(total_bonf_rej_mw))
Total ticker group (block by 5): 57 Total analyzed days: 125 ================================================================== bon_alpha_corrected: 0.01 holm_alpha_corrected: 0.01 ================================================================== total_holm_rejected _wil: 2 total_bonf_rej _wil: 1 ================================================================== total_holm_rej_mw: 6 total_bonf_rej_mw: 6
Month¶
In [329]:
dicts__wil_ay = {}
dicts__mw_ay = {}
dicts__wil_hy = {}
dicts__mw_hy = {}
dicts__wil_month = {}
dicts__mw_month = {}
dicts__wil_ay_snizh = {}
dicts__mw_ay_snizh = {}
dicts__wil_hy_snizh = {}
dicts__mw_hy_snizh = {}
dicts__wil_month_snizh = {}
dicts__mw_month_snizh = {}
dicts__wil_ay_rost = {}
dicts__mw_ay_rost = {}
dicts__wil_hy_rost = {}
dicts__mw_hy_rost = {}
dicts__wil_month_rost = {}
dicts__mw_month_rost = {}
from statsmodels.stats.multitest import multipletests
import scipy.stats as stats
total_bonf_rej_mw =0
total_holm_rej_mw =0
total_bonf_rej_wil =0
total_holm_rej_wil =0
for group in group_list:
dicts__wil_ay = {}
dicts__mw_ay = {}
dicts__wil_hy = {}
dicts__mw_hy = {}
dicts__wil_month = {}
dicts__mw_month = {}
for tick in group:
wilcoxon_stat, wilcoxon_p = stats.wilcoxon(list(data_month_20[tick]), list(data_month_21[tick]))
mannwhitneyu_stat, mannwhitneyu_p = stats.mannwhitneyu(list(data_month_20[tick]), list(data_month_21[tick]))
dicts__wil_ay[tick] = wilcoxon_p
dicts__mw_ay[tick] = mannwhitneyu_p
print(group)
wil_p_vals = (list(dicts__wil_ay.values()))
mw_p_vals = (list(dicts__mw_ay.values()))
print(wil_p_vals)
bon_rejected, bon_p_adjusted, _, bon_alpha_corrected = multipletests(wil_p_vals, alpha=alpha,
method='bonferroni', is_sorted=False, returnsorted=False)
holm_rejected, holm_p_adjusted, _, holm_alpha_corrected = multipletests(wil_p_vals, alpha=alpha,
method='holm', is_sorted=False, returnsorted=False)
bon_rejected_2, bon_p_adjusted_2, _, bon_alpha_corrected_2 = multipletests(mw_p_vals, alpha=alpha,
method='bonferroni', is_sorted=False, returnsorted=False)
holm_rejected_2, holm_p_adjusted_2, _, holm_alpha_corrected_2 = multipletests(mw_p_vals, alpha=alpha,
method='holm', is_sorted=False, returnsorted=False)
print("holm_rejected_per_group _wil: "+str(np.sum(holm_rejected)))
print("bon_rejected_per_group _wil: "+str(np.sum(bon_rejected)))
print("holm_rejected_per_group _mw: "+str(np.sum(holm_rejected_2)))
print("bon_rejected_per_group _mw: "+str(np.sum(bon_rejected_2)))
total_bonf_rej_wil = total_bonf_rej +np.sum(bon_rejected)
total_holm_rej_wil = total_holm_rej +np.sum(holm_rejected)
total_bonf_rej_mw = total_bonf_rej_mw +np.sum(bon_rejected_2)
total_holm_rej_mw = total_holm_rej_mw +np.sum(holm_rejected_2)
#diagrams
import seaborn as sns
plt.figure()
sns.kdeplot(wil_p_vals, color="red", shade=True, label='wil_raw')
ax = sns.kdeplot(holm_p_adjusted, color="darkgreen", shade=True, label='wil_holm_adujusted')
ax2 = sns.kdeplot(bon_p_adjusted, color="darkblue", shade=True, label='wil_bon_adujusted')
ax3 =sns.kdeplot(mw_p_vals, color="chocolate", shade=True, label='mw_raw')
ax4 = sns.kdeplot(holm_p_adjusted_2, color="aquamarine", shade=True, label='mw_holm_adujusted')
ax5 = sns.kdeplot(bon_p_adjusted_2, color="darkorchid", shade=True, label='mw_bon_adujusted')
ax.set(xlim=(0, 1))
plt.title('distribution of p-values for diff. methods. Analyzed days: '+str(len(data_month_20[ticker]))+'\n Group='+str(group))
plt.legend()
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/scipy/stats/morestats.py:2957: UserWarning: Exact p-value calculation does not work if there are ties. Switching to normal approximation.
warnings.warn("Exact p-value calculation does not work if there are "
['III.L' '3IN.L' '888.L' 'ABF.L' 'ASL.L'] [0.30013346672058105, 0.16765127087714093, 0.23447084426879883, 0.11864614486694336, 0.18954229354858398] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['ADM.L' 'AMGO.L' 'AAL.L' 'ANTO.L' 'ASCL.L'] [0.44520044326782227, 0.5009052753448486, 0.4274179935455322, 0.988100528717041, 0.16952300071716309] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['ASHM.L' 'AHT.L' 'AGR.L' 'AZN.L' 'AUTO.L'] [0.2467491626739502, 0.25945234298706055, 0.5202305316925049, 0.9168474674224854, 0.20015525817871094] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['AVST.L' 'AVV.L' 'AV.L' 'BME.L' 'BAB.L'] [0.7539846897125244, 0.6010458469390869, 0.13413381576538086, 0.17933368682861328, 0.7997725009918213] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['BA.L' 'BGFD.L' 'BAKK.L' 'BBY.L' 'BGEO.L'] [0.18954229354858398, 0.39307284355163574, 0.15107226371765137, 0.5399188995361328, 0.08582782745361328] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 1 bon_rejected_per_group _mw: 1
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate.
warnings.warn(msg, UserWarning)
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate.
warnings.warn(msg, UserWarning)
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/scipy/stats/morestats.py:2957: UserWarning: Exact p-value calculation does not work if there are ties. Switching to normal approximation.
warnings.warn("Exact p-value calculation does not work if there are "
['BNKR.L' 'BARC.L' 'BAG.L' 'BDEV.L' 'BBGI.L'] [0.481952428817749, 0.05625271797180176, 0.6649994850158691, 0.03838014602661133, 0.5921774964028619] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['BEZ.L' 'BWY.L' 'BKG.L' 'BYG.L' 'BRSC.L'] [0.11864614486694336, 0.027674198150634766, 0.11864614486694336, 0.9168474674224854, 0.44520044326782227] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 1 bon_rejected_per_group _mw: 1 ['BOY.L' 'BP.L' 'BATS.L' 'BLND.L' 'BRW.L'] [0.13413381576538086, 0.9168474674224854, 0.7313888072967529, 0.0448758602142334, 0.18954229354858398] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['BVIC.L' 'BNZL.L' 'BRBY.L' 'CNE.L' 'CLDN.L'] [0.3294053077697754, 0.36039113998413086, 0.15107226371765137, 0.481952428817749, 0.4274179935455322] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['CAPC.L' 'CPI.L' 'CARD.L' 'CCL.L' 'CEY.L'] [0.44520044326782227, 0.052229881286621094, 0.027674198150634766, 0.08582782745361328, 0.8229274749755859] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 2 bon_rejected_per_group _mw: 2 ['CNA.L' 'CINE.L' 'CTY.L' 'CKN.L' 'CBG.L'] [0.04152512550354004, 0.03838014602661133, 0.2725830078125, 0.22261524200439453, 0.4274179935455322] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 2 bon_rejected_per_group _mw: 2 ['CLI.L' 'COA.L' 'CCH.L' 'CPG.L' 'CCC.L'] [0.6010458469390869, 0.2725830078125, 0.31455397605895996, 0.16010499000549316, 0.12621283531188965] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['GLO.L' 'CTEC.L' 'CSP.L' 'CWK.L' 'CRST.L'] [0.4633810520172119, 0.3765220642089844, 0.04844093322753906, 0.9405548572540283, 0.0074520111083984375] holm_rejected_per_group _wil: 1 bon_rejected_per_group _wil: 1 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['CRH.L' 'CRDA.L' 'DCC.L' 'DPH.L' 'DLN.L'] [0.41003966331481934, 0.2725830078125, 0.6010458469390869, 0.776785135269165, 0.31455397605895996] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['DGE.L' 'DPLM.L' 'DLG.L' 'DOM.L' 'DRX.L'] [0.39307284355163574, 0.10454297065734863, 0.8932116031646729, 0.3294053077697754, 0.08020281791687012] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
['DNLM.L' 'EZJ.L' 'EDIN.L' 'ECM.L' 'ELM.L'] [0.16010499000549316, 0.08020281791687012, 0.20015525817871094, 0.6433901786804199, 0.06981706619262695] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['ENOG.L' 'ESNT.L' 'ERM.L' 'EVR.L' 'EXPN.L'] [0.8932116031646729, 0.28614330291748047, 0.23447084426879883, 0.5599584579467773, 0.2725830078125] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['FDM.L' 'FERG.L' 'FXPO.L' 'FEV.L' 'FSV.L'] [0.8229274749755859, 0.15107226371765137, 0.9643125534057617, 0.4633810520172119, 0.08582782745361328] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['FCSS.L' 'FGT.L' 'FGP.L' 'FSJ.L' 'FRES.L'] [0.988100528717041, 0.4633810520172119, 0.28614330291748047, 0.5202305316925049, 0.7997725009918213] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['GFRD.L' 'GAW.L' 'GCP.L' 'GNS.L' 'GSK.L'] [0.7090141773223877, 0.2725830078125, 0.6868791580200195, 0.776785135269165, 0.4633810520172119]
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['GLEN.L' 'GOG.L' 'GFTU.L' 'GRI.L' 'UKW.L'] [0.5399188995361328, 0.3294053077697754, 0.31455397605895996, 0.22261524200439453, 0.869666576385498] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['GNC.L' 'GRG.L' 'HFD.L' 'HLMA.L' 'HMSO.L'] [0.5009052753448486, 0.30013346672058105, 0.09175300598144531, 0.6010458469390869, 0.021372318267822266]
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) <ipython-input-329-a202f6e55c52>:72: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`). plt.figure() /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 1 bon_rejected_per_group _mw: 1 ['HVPE.L' 'HL.L' 'HAS.L' 'HRI.L' 'HGT.L'] [0.3446848392486572, 0.8229274749755859, 0.16952300071716309, 0.5202305316925049, 0.7313888072967529] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['HICL.L' 'HIK.L' 'HILS.L' 'HFG.L' 'HSX.L'] [0.3765220642089844, 0.31455397605895996, 0.0448758602142334, 0.776785135269165, 0.09175300598144531] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['HOC.L' 'HSV.L' 'HWDN.L' 'HSBA.L' 'HTG.L'] [0.15107226371765137, 0.25945234298706055, 0.23447084426879883, 0.18954229354858398, 0.25945234298706055] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['IBST.L' 'IGG.L' 'IMI.L' 'IMB.L' 'INCH.L'] [0.10454297065734863, 0.7313888072967529, 0.4274179935455322, 0.44520044326782227, 0.16952300071716309] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['INDV.L' 'INF.L' 'ICP.L' 'IHG.L' 'ITRK.L'] [0.6649994850158691, 0.05625271797180176, 0.23447084426879883, 0.22261524200439453, 0.36039113998413086] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['IHP.L' 'IAG.L' 'INPP.L' 'INVP.L' 'IPO.L'] [0.22261524200439453, 0.15107226371765137, 0.41003966331481934, 0.07486915588378906, 0.12621283531188965] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['ITV.L' 'IWG.L' 'JD.L' 'JMAT.L' 'JII.L'] [0.03838014602661133, 0.4274179935455322, 0.11864614486694336, 0.15107226371765137, 0.22261524200439453] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 1 bon_rejected_per_group _mw: 1 ['JAM.L' 'JMG.L' 'JFJ.L' 'JUP.L' 'JUST.L'] [0.869666576385498, 0.7539846897125244, 0.988100528717041, 0.06981706619262695, 0.11142587661743164] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['KLR.L' 'KIE.L' 'KGF.L' 'LRE.L' 'LAND.L'] [0.3765220642089844, 0.25945234298706055, 0.06503629684448242, 0.16952300071716309, 0.021372318267822266] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['LGEN.L' 'LLOY.L' 'LMP.L' 'EMG.L' 'MKS.L'] [0.2467491626739502, 0.04152512550354004, 0.481952428817749, 0.481952428817749, 0.12621283531188965] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 1 bon_rejected_per_group _mw: 1 ['MSLH.L' 'MDC.L' 'MGGT.L' 'MRO.L' 'MRC.L'] [0.481952428817749, 0.6433901786804199, 0.13413381576538086, 0.011156558990478516, 0.14241743087768555] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 1 bon_rejected_per_group _mw: 1 ['MTRO.L' 'MCRO.L' 'MAB.L' 'MNDI.L' 'MONY.L'] [0.30013346672058105, 0.12621283531188965, 0.36039113998413086, 0.481952428817749, 0.869666576385498] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['MNKS.L' 'MGAM.L' 'MYI.L' 'NEX.L' 'NG.L'] [0.7090141773223877, 0.07486915588378906, 0.11142587661743164, 0.3765220642089844, 0.44520044326782227] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['NRR.L' 'NXT.L' 'OCDO.L' 'OTB.L' 'OSB.L'] [0.0354313850402832, 0.10454297065734863, 0.6220676898956299, 0.28614330291748047, 0.17933368682861328] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['PAGE.L' 'PIN.L' 'PAG.L' 'PSON.L' 'PNN.L'] [0.7997725009918213, 0.7313888072967529, 0.15107226371765137, 0.776785135269165, 0.5803380012512207] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['PSH.L' 'PSN.L' 'PNL.L' 'PFC.L' 'PHNX.L'] [0.8229274749755859, 0.06981706619262695, 0.7313888072967529, 0.7539846897125244, 0.23447084426879883] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['PTEC.L' 'PLUS.L' 'PCT.L' 'POLY.L' 'PHP.L'] [0.21117830276489258, 0.9405548572540283, 0.7539846897125244, 0.6433901786804199, 0.5803380012512207] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['PFG.L' 'PRU.L' 'PZC.L' 'QQ.L' 'QLT.L'] [0.22261524200439453, 0.2467491626739502, 0.6220676898956299, 0.4274179935455322, 0.18954229354858398]
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['RNK.L' 'RAT.L' 'RDW.L' 'REL.L' 'TRIG.L'] [0.11142587661743164, 0.14241743087768555, 0.0354313850402832, 0.23447084426879883, 0.6010458469390869] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['RSW.L' 'RTO.L' 'RHIM.L' 'RMV.L' 'RIO.L'] [0.6649994850158691, 0.16952300071716309, 0.21117830276489258, 0.28614330291748047, 0.44520044326782227] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['RCP.L' 'RSE.L' 'RR.L' 'ROR.L' 'RMG.L'] [0.23447084426879883, 0.11864614486694336, 0.11864614486694336, 0.39307284355163574, 0.5399188995361328] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['SAFE.L' 'SAGA.L' 'SGE.L' 'SBRY.L' 'SNN.L'] [0.7313888072967529, 0.2467491626739502, 0.22261524200439453, 0.6220676898956299, 0.7313888072967529] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
['SVS.L' 'SDP.L' 'SDR.L' 'SCIN.L' 'SMT.L'] [0.36039113998413086, 0.8932116031646729, 0.7313888072967529, 0.36039113998413086, 0.869666576385498] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['SGRO.L' 'SNR.L' 'SEQI.L' 'SRP.L' 'SVT.L'] [0.481952428817749, 0.06051826477050781, 0.8582823598181881, 0.21117830276489258, 0.4633810520172119]
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate.
warnings.warn(msg, UserWarning)
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate.
warnings.warn(msg, UserWarning)
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate.
warnings.warn(msg, UserWarning)
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/scipy/stats/morestats.py:2957: UserWarning: Exact p-value calculation does not work if there are ties. Switching to normal approximation.
warnings.warn("Exact p-value calculation does not work if there are "
holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 1 bon_rejected_per_group _mw: 1 ['SHB.L' 'SHI.L' 'SN.L' 'SMDS.L' 'SMIN.L'] [0.18954229354858398, 0.0074520111083984375, 0.14241743087768555, 0.6010458469390869, 0.481952428817749] holm_rejected_per_group _wil: 1 bon_rejected_per_group _wil: 1 holm_rejected_per_group _mw: 1 bon_rejected_per_group _mw: 1 ['SKG.L' 'SCT.L' 'SXS.L' 'SPX.L' 'SPI.L'] [0.5399188995361328, 0.11142587661743164, 0.5399188995361328, 0.481952428817749, 0.16952300071716309] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['SPT.L' 'SSE.L' 'SSPG.L' 'STJ.L' 'SGC.L'] [0.7997725009918213, 0.22261524200439453, 0.31455397605895996, 0.2725830078125, 0.08582782745361328] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['STAN.L' 'SDRY.L' 'SYNC.L' 'SYNT.L' 'TATE.L'] [0.17933368682861328, 0.16952300071716309, 0.8932116031646729, 0.44520044326782227, 0.3446848392486572] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['TW.L' 'TBCG.L' 'TED.L' 'TEP.L' 'TMPL.L'] [0.016311168670654297, 0.16010499000549316, 0.08582782745361328, 0.9405548572540283, 0.11142587661743164] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['TEM.L' 'TSCO.L' 'TIFS.L' 'TCAP.L' 'TRY.L'] [0.5599584579467773, 0.9168474674224854, 0.6010458469390869, 0.3294053077697754, 0.5803380012512207] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
['TPK.L' 'BBOX.L' 'TUI.L' 'TLW.L' 'UKCM.L'] [0.14241743087768555, 0.28614330291748047, 0.23447084426879883, 0.481952428817749, 0.6649994850158691] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['ULE.L' 'ULVR.L' 'UTG.L' 'UU.L' 'VSVS.L'] [0.9168474674224854, 0.3294053077697754, 0.09798812866210938, 0.5202305316925049, 0.36039113998413086]
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['VCT.L' 'VEIL.L' 'VOF.L' 'VVO.L' 'VOD.L'] [0.6220676898956299, 0.6010458469390869, 0.36039113998413086, 0.030086994171142578, 0.23447084426879883] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0 ['WEIR.L' 'JDW.L' 'SMWH.L' 'WTB.L' 'WTAN.L'] [0.5599584579467773, 0.12621283531188965, 0.07486915588378906, 0.36039113998413086, 0.2467491626739502] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 2 bon_rejected_per_group _mw: 1 ['WIZZ.L' 'WG.L' 'WKP.L' 'WWH.L' 'WPP.L'] [0.5399188995361328, 0.21117830276489258, 0.31455397605895996, 0.8229274749755859, 0.2725830078125] holm_rejected_per_group _wil: 0 bon_rejected_per_group _wil: 0 holm_rejected_per_group _mw: 0 bon_rejected_per_group _mw: 0
/usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning) /usr/local/Caskroom/miniconda/base/lib/python3.8/site-packages/seaborn/distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate. warnings.warn(msg, UserWarning)
In [324]:
print("Total ticker group (block by 5): "+str((len(group_list))))
print("Total analyzed days: "+str(len(data_month_20[ticker])))
print("==================================================================")
print("bon_alpha_corrected: "+str(bon_alpha_corrected))
print("holm_alpha_corrected: "+str(holm_alpha_corrected))
print("==================================================================")
print("total_holm_rejected _wil: "+str(total_holm_rej_wil))
print("total_bonf_rej _wil: "+str(total_bonf_rej_wil))
print("==================================================================")
print("total_holm_rej_mw: "+str(total_holm_rej_mw))
print("total_bonf_rej_mw: "+str(total_bonf_rej_mw))
Total ticker group (block by 5): 57 Total analyzed days: 23 ================================================================== bon_alpha_corrected: 0.01 holm_alpha_corrected: 0.01 ================================================================== total_holm_rejected _wil: 2 total_bonf_rej _wil: 1 ================================================================== total_holm_rej_mw: 14 total_bonf_rej_mw: 13
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